## Warning: package 'ggplot2' was built under R version 3.2.4
##
## Call:
## lm(formula = OTover ~ OTzscores[, 2] + OTzscores[, 3] + OTzscores[,
## 4] + OTzscores[, 5] + OTzscores[, 6] + OTzscores[, 7] + OTzscores[,
## 8] + OTzscores[, 9] + OTzscores[, 10] + OTzscores[, 11] +
## OTzscores[, 12], data = OTzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.83061 -0.25319 0.09644 0.23603 0.45406
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.935e-16 2.526e-02 0.000 1.0000
## OTzscores[, 2] 2.514e-02 3.695e-02 0.680 0.4974
## OTzscores[, 3] -5.857e-03 3.562e-02 -0.164 0.8696
## OTzscores[, 4] 3.331e-02 3.193e-02 1.043 0.2987
## OTzscores[, 5] -3.582e-03 3.424e-02 -0.105 0.9168
## OTzscores[, 6] 4.180e-01 3.582e-02 11.668 <2e-16 ***
## OTzscores[, 7] 3.703e-01 3.206e-02 11.550 <2e-16 ***
## OTzscores[, 8] 3.633e-01 3.280e-02 11.078 <2e-16 ***
## OTzscores[, 9] 7.896e-03 2.591e-02 0.305 0.7610
## OTzscores[, 10] 6.485e-02 3.454e-02 1.877 0.0625 .
## OTzscores[, 11] -2.325e-03 2.857e-02 -0.081 0.9353
## OTzscores[, 12] 3.474e-02 3.519e-02 0.987 0.3252
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3165 on 145 degrees of freedom
## Multiple R-squared: 0.9075, Adjusted R-squared: 0.9005
## F-statistic: 129.3 on 11 and 145 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OTover ~ OTReduced[, 2] + OTReduced[, 3] + OTReduced[,
## 4], data = OTReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.9368 -0.2040 0.0623 0.2221 0.6112
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.571e-16 2.543e-02 0.00 1
## OTReduced[, 2] 4.534e-01 3.218e-02 14.09 <2e-16 ***
## OTReduced[, 3] 3.999e-01 2.793e-02 14.32 <2e-16 ***
## OTReduced[, 4] 3.863e-01 2.981e-02 12.96 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3187 on 153 degrees of freedom
## Multiple R-squared: 0.901, Adjusted R-squared: 0.8991
## F-statistic: 464.3 on 3 and 153 DF, p-value: < 2.2e-16
## K-means clustering with 4 clusters of sizes 3, 4, 1, 3
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 4.3725026 2.03964560 17.434019 5.406568 28.334381 19.576542
## 2 11.5375020 5.76485179 8.202127 30.186275 36.498887 10.060428
## 3 -0.2911155 -0.03809407 27.753838 17.137228 151.516903 29.155275
## 4 17.9941886 11.32661005 -1.296954 10.068049 1.293293 3.095174
## Pass.Block Injury Stamina Toughness Impact.Block
## 1 11.2617045 -0.4865262 12.16917 34.528771 18.500068
## 2 29.8681304 -1.9579863 26.09695 17.240579 34.040033
## 3 49.2445697 4.2090887 36.17010 28.094031 43.443655
## 4 0.4977408 10.0825712 4.59252 4.127402 5.300847
##
## Clustering vector:
## Speed Acceleration Strength Agility Awareness
## 4 4 1 2 3
## Run.Block Pass.Block Injury Stamina Toughness
## 1 2 4 2 1
## Impact.Block
## 2
##
## Within cluster sum of squares by cluster:
## [1] 3974.184 4346.012 0.000 1871.424
## (between_SS / total_SS = 73.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 2 clusters of sizes 1, 2
##
## Cluster means:
## Awareness Run.Block Pass.Block
## 1 0.4139615 1.0064103 0.1790664
## 2 0.7648335 0.2965139 0.7648335
##
## Clustering vector:
## Awareness Run.Block Pass.Block
## 2 1 2
##
## Within cluster sum of squares by cluster:
## [1] 0.0000000 0.2610252
## (between_SS / total_SS = 71.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = OTover ~ OTzscores[, 2] + OTzscores[, 3] + OTzscores[,
## 4] + OTzscores[, 5] + OTzscores[, 6] + OTzscores[, 7] + OTzscores[,
## 8] + OTzscores[, 9] + OTzscores[, 10] + OTzscores[, 11] +
## OTzscores[, 12], data = OTzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.83061 -0.25319 0.09644 0.23603 0.45406
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.935e-16 2.526e-02 0.000 1.0000
## OTzscores[, 2] 2.514e-02 3.695e-02 0.680 0.4974
## OTzscores[, 3] -5.857e-03 3.562e-02 -0.164 0.8696
## OTzscores[, 4] 3.331e-02 3.193e-02 1.043 0.2987
## OTzscores[, 5] -3.582e-03 3.424e-02 -0.105 0.9168
## OTzscores[, 6] 4.180e-01 3.582e-02 11.668 <2e-16 ***
## OTzscores[, 7] 3.703e-01 3.206e-02 11.550 <2e-16 ***
## OTzscores[, 8] 3.633e-01 3.280e-02 11.078 <2e-16 ***
## OTzscores[, 9] 7.896e-03 2.591e-02 0.305 0.7610
## OTzscores[, 10] 6.485e-02 3.454e-02 1.877 0.0625 .
## OTzscores[, 11] -2.325e-03 2.857e-02 -0.081 0.9353
## OTzscores[, 12] 3.474e-02 3.519e-02 0.987 0.3252
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3165 on 145 degrees of freedom
## Multiple R-squared: 0.9075, Adjusted R-squared: 0.9005
## F-statistic: 129.3 on 11 and 145 DF, p-value: < 2.2e-16
## K-means clustering with 2 clusters of sizes 1, 2
##
## Cluster means:
## Awareness Run.Block Pass.Block
## 1 0.4139615 1.0064103 0.1790664
## 2 0.7648335 0.2965139 0.7648335
##
## Clustering vector:
## Awareness Run.Block Pass.Block
## 2 1 2
##
## Within cluster sum of squares by cluster:
## [1] 0.0000000 0.2610252
## (between_SS / total_SS = 71.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = OTover ~ OTReduced[, 2] + OTReduced[, 3] + OTReduced[,
## 4], data = OTReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.9368 -0.2040 0.0623 0.2221 0.6112
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.571e-16 2.543e-02 0.00 1
## OTReduced[, 2] 4.534e-01 3.218e-02 14.09 <2e-16 ***
## OTReduced[, 3] 3.999e-01 2.793e-02 14.32 <2e-16 ***
## OTReduced[, 4] 3.863e-01 2.981e-02 12.96 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3187 on 153 degrees of freedom
## Multiple R-squared: 0.901, Adjusted R-squared: 0.8991
## F-statistic: 464.3 on 3 and 153 DF, p-value: < 2.2e-16
## OVR Speed Acceleration Strength Agility Awareness
## 1 -0.4425241 -0.88590049 -0.67841991 -0.05756923 -0.9528662 -0.21143110
## 2 -0.1533327 0.07162822 -0.07951907 0.24273197 0.2923924 -0.09195363
## 3 -0.7458504 0.43062061 0.34785041 -0.88315840 0.0565008 -0.75128402
## 4 1.4170581 -0.47452191 -0.43036798 1.11608962 -0.0736885 1.15525219
## 5 1.0057031 1.06100369 1.03501441 0.42523666 1.2355312 0.82488659
## Run.Block Pass.Block Injury Stamina Toughness Impact.Block
## 1 -0.005158375 -0.6752693 0.1703374 -0.7057852 -0.3111201 -0.7908430
## 2 -0.204864413 -0.3956827 -0.5561742 0.6405427 0.3485520 0.2607823
## 3 -0.745009595 -0.1929833 0.1558969 -0.5476095 -0.4485681 -0.4752073
## 4 0.718776013 1.3642134 -0.2448277 0.3932939 0.1674434 0.8333224
## 5 1.102464041 0.5998033 0.4062465 1.1090142 0.8580443 1.1218241
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 -0.9108271 -1.2233766 0.6928031 -0.4967321 0.6035767 0.2498130
## 2 0.1040968 0.3420709 0.5419162 -0.7765711 -0.1327681 0.6757754
## 3 0.8650652 0.8031502 -0.5229302 0.5846696 -0.5075936 -0.3568570
## 4 -0.3617979 -0.5088677 0.0157534 0.3871710 0.1001880 0.1125591
## 5 -0.3045403 -0.1674992 -0.3539759 0.1320659 0.2707402 -0.4502880
## Pass.Block Injury Stamina Toughness Impact.Block
## 1 0.83493352 -0.08393537 -0.4398868 -0.43371956 0.208708087
## 2 -0.67435385 0.40745615 -0.1677173 0.37441294 -0.328413141
## 3 0.08436484 0.02731368 -0.1780726 -0.25601030 -0.160479701
## 4 0.27007018 -1.87684479 0.5439356 0.03388046 0.586765731
## 5 -0.16000853 0.78390043 0.3147847 0.20146033 0.005473949
## OVR Awareness Run.Block Pass.Block
## 1 -0.00420258 0.3178078 0.2226879 -0.740758349
## 2 -0.95610619 -0.9677580 -1.1065232 -0.005234187
## 3 -0.82747714 -1.0334178 0.1015139 -0.939667565
## 4 0.35125323 0.6342140 -0.6389656 0.770669460
## 5 1.53683300 1.1060674 1.2624957 1.292541364
## Awareness Run.Block Pass.Block
## 1 0.48705798 0.1081873 -0.5952453
## 2 -0.72672803 0.7966561 -0.0699281
## 3 -0.02417225 0.8650641 -0.8408918
## 4 -0.33157033 -0.4177465 0.7493168
## 5 0.42321201 -0.7854666 0.3622545
## Overall Pass Blocking Run Blocking
## 1 0.09603111 -0.1417585 0.2667846
## 2 -0.89865426 -1.0005542 0.1909042
## 3 -0.88089097 -0.4364408 -1.0892121
## 4 0.94518077 1.1486149 -0.2433665
## 5 1.60133143 1.1313825 1.6096487
## Pass Blocking Run Blocking
## 1 -0.7978048 0.7978048
## 2 -0.4216278 0.4216278
## 3 -0.0585167 0.0585167
## 4 0.8648536 -0.8648536
## 5 0.3451587 -0.3451587
## Overall Run Blocking Pass Blocking Awareness Speed
## 1 0.09233252 0.49226859 -0.5505900 0.16900658 -0.4895628
## 2 -1.06586648 -0.70448485 -0.4941680 -1.10342651 -0.2531691
## 3 -0.19626426 -0.26662929 -0.2446823 0.01764966 0.5051976
## 4 1.06401120 -0.07557835 1.2386290 1.06232997 -0.4091031
## 5 1.60051566 1.63400425 1.1013465 1.09430600 0.6514284
## Run Blocking Pass Blocking Awareness Speed
## 1 0.03204076 -0.4143362 0.5844108 -0.2021154
## 2 1.03721473 -0.3158312 -0.1213750 -0.6000086
## 3 0.39017594 -0.5201567 -0.5833141 0.7132948
## 4 -0.29515868 0.6907048 0.4923699 -0.8879160
## 5 -0.68844687 0.3886507 -0.2865147 0.5863108
## Pass Blocking Run Blocking
## Menelik Watson -0.023409154 0.023409154
## Michael Bowie -0.677168269 0.677168269
## Ty Sambrailo 0.179582534 -0.179582534
## Steven Baker 0.442264446 -0.442264446
## Marshall Newhouse 0.033254532 -0.033254532
## Will Yeatman 0.616025240 -0.616025240
## Andre Smith 0.022695871 -0.022695871
## Cordy Glenn 0.317774145 -0.317774145
## Marcel Jones 0.594022116 -0.594022116
## Oday Aboushi -0.352100439 0.352100439
## Andrew Whitworth 0.392220583 -0.392220583
## Will Beatty 0.353793962 -0.353793962
## Erik Pears 1.111395831 -1.111395831
## Michael Williams -0.001259748 0.001259748
## Reid Fragel -0.477634613 0.477634613
## Tavon Rooks 0.221778893 -0.221778893
## LaAdrian Waddle 0.773505142 -0.773505142
## Anthony Morris -0.010004842 0.010004842
## Terron Armstead -0.386618395 0.386618395
## Terren Jones 0.158938665 -0.158938665
## T.J. Clemmings -0.981299665 0.981299665
## Andrew McDonald 0.359827899 -0.359827899
## Ryan Clady 0.918489353 -0.918489353
## Gosder Cherilus 0.054206429 -0.054206429
## Branden Albert 0.270452470 -0.270452470
## Mike Remmers 0.522433116 -0.522433116
## Morgan Moses 0.051329849 -0.051329849
## Ryan Seymour -0.367618992 0.367618992
## Ryan Miller -0.300558393 0.300558393
## Breno Giacomini 0.159243016 -0.159243016
## Riley Reiff -0.355723894 0.355723894
## Martin Wallace -0.395652377 0.395652377
## Brandon Washington -0.356771444 0.356771444
## Brandon Scherff -0.851691402 0.851691402
## Cyrus Kouandjio -0.899009400 0.899009400
## King Dunlap -0.787187567 0.787187567
## Duane Brown 0.306472286 -0.306472286
## Matthew McCants 0.403834147 -0.403834147
## Jamon Brown -0.648083657 0.648083657
## Cedric Ogbuehi 0.017119921 -0.017119921
## Donovan Smith -0.644171314 0.644171314
## D.J. Fluker -0.827570360 0.827570360
## Byron Stingily 0.273625291 -0.273625291
## Ty Nsekhe -0.206515635 0.206515635
## Matt Kalil -0.011802944 0.011802944
## Jeremiah Poutasi -0.627890422 0.627890422
## David Foucault -0.134329720 0.134329720
## Cody Booth -0.228372477 0.228372477
## Nate Solder -0.272528684 0.272528684
## Justin Pugh 0.416491584 -0.416491584
## Eric Winston 0.655067919 -0.655067919
## Joe Thomas 0.157121422 -0.157121422
## Taylor Lewan -0.729923288 0.729923288
## Lane Johnson -0.793071545 0.793071545
## Joe Staley -0.566559408 0.566559408
## Cameron Fleming -0.516969856 0.516969856
## Ian Silberman -0.724794296 0.724794296
## Ryan Harris 0.696501939 -0.696501939
## Ereck Flowers -0.684411502 0.684411502
## Caylin Hauptmann 0.312960534 -0.312960534
## Andrus Peat 0.019981037 -0.019981037
## Mike Adams -0.117598194 0.117598194
## Mike Harris -0.062290087 0.062290087
## Ryan Schraeder 0.547297357 -0.547297357
## Doug Free -0.598955770 0.598955770
## James Hurst 0.017735979 -0.017735979
## Mitchell Van Dyk -0.878962447 0.878962447
## Tyron Smith -0.601527998 0.601527998
## Jeff Adams 0.799131721 -0.799131721
## Chaz Green 0.528012743 -0.528012743
## Mickey Baucus 0.488226866 -0.488226866
## Joe Barksdale -0.571373019 0.571373019
## Tayo Fabuluje -0.499491455 0.499491455
## Ja'Wuan James 0.269404920 -0.269404920
## Marcus Cannon 0.299394476 -0.299394476
## Michael Schofield 0.381831023 -0.381831023
## Don Barclay 0.405644036 -0.405644036
## Lamar Holmes 0.858059606 -0.858059606
## Tanner Hawkinson 0.580005423 -0.580005423
## Rick Wagner 0.742156330 -0.742156330
## Jason Fox -0.191593998 0.191593998
## Cameron Bradfield -0.184512511 0.184512511
## Jake Matthews 0.234290048 -0.234290048
## Jake Rodgers 0.253127704 -0.253127704
## Austin Pasztor 0.016376723 -0.016376723
## Tyler Polumbus 0.547913414 -0.547913414
## Jamon Meredith 0.050586651 -0.050586651
## Sam Young 0.293672244 -0.293672244
## Kevin Pamphile -0.661195405 0.661195405
## Chris Hairston -0.253240394 0.253240394
## Andrew Gardner -0.692236188 0.692236188
## Jeremy Vujnovich 0.085089142 -0.085089142
## David Bakhtiari 1.297960345 -1.297960345
## Alejandro Villanueva 0.288242576 -0.288242576
## Jake Fisher 0.489728726 -0.489728726
## Luke Joeckel -0.233193441 0.233193441
## Sebastian Vollmer 0.501785571 -0.501785571
## Bryan Witzmann -0.468743237 0.468743237
## Chris Clark 0.684441418 -0.684441418
## Garry Gilliam -0.305683708 0.305683708
## Nate Chandler -0.414940667 0.414940667
## Kelvin Beachum 0.576832602 -0.576832602
## Jermon Bushrod 1.301129489 -1.301129489
## Zach Strief 0.616021563 -0.616021563
## Ulrick John 0.309791390 -0.309791390
## Jordan Mills -0.482906211 0.482906211
## Austin Howard -0.312006533 0.312006533
## Kevin Graf -0.571677371 0.571677371
## Garrett Reynolds -0.157838381 0.157838381
## Seantrel Henderson 0.320492656 -0.320492656
## Denzelle Good -0.803461105 0.803461105
## Corey Robinson -0.406661671 0.406661671
## Daryl Williams -0.889213079 0.889213079
## Greg Robinson -0.754479500 0.754479500
## Tom Compton -0.693141132 0.693141132
## Demar Dotson 0.745325475 -0.745325475
## Donald Stephenson -0.376964679 0.376964679
## Darrion Weems 0.185612794 -0.185612794
## Charles Leno 0.351841467 -0.351841467
## Byron Bell -0.367765274 0.367765274
## Brandon Mosley -0.687869534 0.687869534
## Jason Weaver -0.052347483 0.052347483
## Mitchell Schwartz 1.207086732 -1.207086732
## Rob Havenstein -1.166508600 1.166508600
## Justin Britt -0.480045095 0.480045095
## Derek Newton -1.205393209 1.205393209
## Phil Loadholt -0.648684250 0.648684250
## Tyrus Thompson 0.244833244 -0.244833244
## Joe Reitz 0.305424736 -0.305424736
## Josh Wells -0.776336342 0.776336342
## Bryce Harris -0.116546967 0.116546967
## Laurence Gibson 0.218012832 -0.218012832
## Brennan Williams -1.009171304 1.009171304
## Eric Fisher -0.261226826 0.261226826
## Terry Poole 0.359069236 -0.359069236
## Cornelius Lucas 0.447840396 -0.447840396
## Nick Becton 0.268049341 -0.268049341
## Donald Hawkins 0.169786213 -0.169786213
## J'Marcus Webb 0.331648232 -0.331648232
## Bryan Bulaga 0.442857685 -0.442857685
## Bradley Sowell 0.272574064 -0.272574064
## Anthony Castonzo 0.438637314 -0.438637314
## Jermey Parnell -0.459709255 0.459709255
## Michael Oher 0.681888330 -0.681888330
## Eugene Monroe 1.173781749 -1.173781749
## Trent Williams 0.296675965 -0.296675965
## Jonathan Martin -0.122723509 0.122723509
## Marcus Gilbert 0.063841004 -0.063841004
## Derek Sherrod -0.233644075 0.233644075
## D'Brickashaw Ferguson 0.861371356 -0.861371356
## Russell Okung 0.359824222 -0.359824222
## Jared Veldheer 0.204443097 -0.204443097
## Donald Penn 0.692878484 -0.692878484
## Bobby Massie -0.087011721 0.087011721
## D.J. Humphries -0.012723353 0.012723353
## Jason Peters -0.445549957 0.445549957
## Ben Ijalana 0.237751757 -0.237751757
## Run Blocking Pass Blocking Awareness Speed
## Menelik Watson -0.082209158 -0.34514874 0.290861777 0.136496123
## Michael Bowie 0.902498139 -0.70368598 0.026179834 -0.224991996
## Ty Sambrailo -0.250642264 0.39864714 -0.174587538 0.026582659
## Steven Baker -1.087789202 0.05707590 -0.460211270 1.490924577
## Marshall Newhouse -0.125114801 -0.81840934 0.437003274 0.506520869
## Will Yeatman -1.109409683 0.45311057 -0.003066518 0.659365628
## Andre Smith 0.445471795 0.44462816 0.173095708 -1.063195664
## Cordy Glenn -0.194537031 0.48169489 0.051393763 -0.338551618
## Marcel Jones -0.309898276 0.73576427 0.471418149 -0.897284143
## Oday Aboushi 0.517753943 -0.09295139 0.192212767 -0.617015318
## Andrew Whitworth 0.188371561 0.57341624 0.841379957 -1.603167759
## Will Beatty -0.230788819 0.59342814 0.373287491 -0.735926808
## Erik Pears -1.452662891 0.37013964 0.900133568 0.182389683
## Michael Williams -0.403063353 -0.11052331 -0.476935930 0.990522597
## Reid Fragel 0.346425453 -0.51858913 -0.512587389 0.684751062
## Tavon Rooks -0.479379132 0.55867433 -0.572649496 0.493354301
## LaAdrian Waddle -0.596100615 1.24724561 0.295601466 -0.946746460
## Anthony Morris -0.219428822 0.52371990 -1.084993702 0.780702628
## Terron Armstead 0.023059934 -0.32824575 -0.860005508 1.165191326
## Terren Jones -0.067442192 0.32398947 -0.146991567 -0.109555713
## T.J. Clemmings 0.857908311 0.15126877 -1.843877662 0.834700576
## Andrew McDonald -0.631888694 0.26880748 -0.056600608 0.419681823
## Ryan Clady -0.838154455 0.65184627 1.165238400 -0.978930213
## Gosder Cherilus -0.089290746 -1.03505769 1.046489170 0.077859266
## Branden Albert 0.122696652 0.57277514 0.508320688 -1.203792479
## Mike Remmers -0.716824005 0.65998225 -0.018077803 0.074919559
## Morgan Moses 0.097029495 0.77183608 -0.504411237 -0.364454342
## Ryan Seymour 0.086544881 -0.71397999 -0.251322680 0.878757786
## Ryan Miller 0.254924371 -0.12458369 -0.444251367 0.313910689
## Breno Giacomini -0.108434965 -0.36276016 0.779358378 -0.308163256
## Riley Reiff 0.520323858 0.26312514 -0.261519651 -0.521929351
## Martin Wallace 0.566897282 -0.36129332 -0.096969810 -0.108634151
## Brandon Washington 0.275171570 -0.38381882 -0.336503224 0.445150469
## Brandon Scherff 0.862437141 -0.22652492 -0.913964349 0.278052126
## Cyrus Kouandjio 1.381262636 0.24810406 -0.674849600 -0.954517097
## King Dunlap 1.635316725 -0.54928227 0.494905888 -1.580940345
## Duane Brown -0.082118750 0.41998719 0.531769810 -0.869638248
## Matthew McCants -0.327431353 0.64156241 0.362151127 -0.676282184
## Jamon Brown 0.582980342 -0.91892226 -0.540676010 0.876617927
## Cedric Ogbuehi -0.191450858 0.50648784 -0.591420515 0.276383532
## Donovan Smith 0.596260846 -0.37795046 -1.179394568 0.961084179
## D.J. Fluker 1.168671604 -0.92458220 0.240387716 -0.484477118
## Byron Stingily -0.649819443 -0.27971360 -0.084441156 1.013974199
## Ty Nsekhe 0.459065150 -0.43203876 0.411564210 -0.438590595
## Matt Kalil -0.247895204 -1.00759989 0.627149941 0.628345156
## Jeremiah Poutasi 0.750993233 -0.56689822 -0.607252968 0.423157954
## David Foucault 0.003095513 -0.40992686 -0.148790021 0.555621370
## Cody Booth 0.150671469 0.12614900 -0.587948369 0.311127898
## Nate Solder 0.274955078 -0.45505471 0.304947733 -0.124848103
## Justin Pugh -0.660504124 0.41306122 0.136301350 0.111141559
## Eric Winston -1.105202791 -0.58472227 1.162185047 0.527740018
## Joe Thomas -0.043843330 0.42949084 0.123328432 -0.508975937
## Taylor Lewan 0.709722278 -0.35950020 -0.848000223 0.497778148
## Lane Johnson 0.585323010 -0.23249239 -1.311795748 0.958965129
## Joe Staley 0.775731484 -0.41804941 0.165953914 -0.523635993
## Cameron Fleming 0.585634623 -0.56195999 -0.182714612 0.159039978
## Ian Silberman 0.559256295 -0.43066921 -1.128476362 0.999889278
## Ryan Harris -0.477819108 0.54378435 1.117750069 -1.183715313
## Ereck Flowers 1.031291733 0.39553375 -1.030919113 -0.395906368
## Caylin Hauptmann -0.501376714 0.10568114 0.070748709 0.324946864
## Andrus Peat 0.040295135 0.42026995 -0.584452121 0.123887033
## Mike Adams 0.168086211 -0.42813208 0.612747230 -0.352701360
## Mike Harris 0.217326662 -0.17593286 0.538205300 -0.579599103
## Ryan Schraeder -0.653549876 0.70368733 -0.098081389 0.047943930
## Doug Free 0.975116902 -0.53696915 0.528436647 -0.966584401
## James Hurst 0.162195798 -0.40414309 0.955514345 -0.713567051
## Mitchell Van Dyk 0.632646114 -0.71274612 -0.869850593 0.949950599
## Tyron Smith 0.923419049 0.14563906 -0.423020128 -0.646037981
## Jeff Adams -1.273981209 0.55437041 0.204228460 0.515382335
## Chaz Green -0.877923858 0.63048950 -0.146285594 0.393719948
## Mickey Baucus -0.713591317 0.70135259 -0.281483398 0.293722128
## Joe Barksdale 0.965761042 -0.79386813 0.487356615 -0.659249531
## Tayo Fabuluje 0.772516979 0.02148731 -0.728909389 -0.065094901
## Ja'Wuan James -0.298573130 0.12955537 0.338395240 -0.169377476
## Marcus Cannon -0.082811840 0.02033890 0.424275539 -0.361802597
## Michael Schofield -0.927234270 -0.06188410 -0.221740930 1.210859301
## Don Barclay -0.717095083 -0.18180193 0.337282500 0.561614517
## Lamar Holmes -0.929685988 0.26080995 0.894569526 -0.225693484
## Tanner Hawkinson -1.175038913 0.43517967 -0.410606139 1.150465378
## Rick Wagner -0.679440759 1.22593489 0.140249426 -0.686743559
## Jason Fox 0.476856562 -0.22016459 0.823458311 -1.080150287
## Cameron Bradfield -0.221822525 -0.97331502 -0.171588459 1.366725999
## Jake Matthews -0.566905856 0.02048023 -0.040744954 0.587170583
## Jake Rodgers -0.489175985 0.56228068 -0.526669577 0.453564885
## Austin Pasztor 0.115663533 -0.41512805 0.820735061 -0.521270539
## Tyler Polumbus -0.680695345 -0.45211235 0.970650604 0.162157097
## Jamon Meredith -0.252394308 -0.81272190 0.234971022 0.830145183
## Sam Young -0.386152952 -0.36308194 0.570489625 0.178745271
## Kevin Pamphile 0.447218982 -0.98283451 -0.592099089 1.127714613
## Chris Hairston 0.649254268 -0.11079584 0.262259523 -0.800717950
## Andrew Gardner 0.703793767 -1.37657746 0.075462036 0.597321658
## Jeremy Vujnovich -0.659539074 0.28959113 -1.625353096 1.995301044
## David Bakhtiari -1.617226730 0.85961560 0.614528198 0.143082934
## Alejandro Villanueva -0.959395610 0.17120855 -0.902316857 1.690503918
## Jake Fisher -0.975163605 0.90642360 -0.742434437 0.811174443
## Luke Joeckel 0.405080332 -0.06267278 0.425585001 -0.767992548
## Sebastian Vollmer -0.156128899 0.75788221 0.676536199 -1.278289513
## Bryan Witzmann 0.268558986 -0.83916620 -0.343440072 0.914047285
## Chris Clark -0.430014612 0.61738417 0.627849897 -0.815219459
## Garry Gilliam 0.022103689 -0.40657176 -0.544352660 0.928820732
## Nate Chandler 0.250448279 -0.88835249 0.003568587 0.634335623
## Kelvin Beachum -0.305583511 1.10515334 0.327800384 -1.127370209
## Jermon Bushrod -1.728886652 0.56543705 0.809794284 0.353655313
## Zach Strief -0.153257863 0.71480723 1.031551689 -1.593101059
## Ulrick John -0.612705463 0.52587517 -0.379976295 0.466806592
## Jordan Mills 0.571498099 -0.77915579 0.406118290 -0.198460602
## Austin Howard 0.725984059 -0.82597668 1.036855349 -0.936862732
## Kevin Graf 0.310646154 -0.46862282 -1.037690247 1.195666913
## Garrett Reynolds 0.296684106 -0.55706916 0.568435560 -0.308050510
## Seantrel Henderson -0.471306909 -0.05240228 0.080998915 0.442710270
## Denzelle Good 0.826137518 -0.41959684 -1.294493400 0.887952722
## Corey Robinson 0.473670173 0.38857863 -1.268768917 0.406520118
## Daryl Williams 1.118314403 -0.41756292 -0.735678231 0.034926749
## Greg Robinson 0.652331971 -1.19797015 -0.327819951 0.873458134
## Tom Compton 0.570836742 -1.08893365 -0.272362789 0.790459692
## Demar Dotson -0.300338613 1.17016331 0.923688324 -1.793513019
## Donald Stephenson 0.173980886 -0.58369568 -0.186868936 0.596583730
## Darrion Weems -0.012911225 0.27601900 0.145291911 -0.408399684
## Charles Leno -0.618101913 0.22478434 0.071156303 0.322161272
## Byron Bell 0.716521602 -1.08977591 0.907097437 -0.533843129
## Brandon Mosley 0.658486714 -0.38382888 -0.813405353 0.538747519
## Jason Weaver 0.229578358 -0.01254448 0.045546839 -0.262580712
## Mitchell Schwartz -1.240878996 1.24636205 0.808478380 -0.813961430
## Rob Havenstein 1.508029297 -0.59417694 -0.532593891 -0.381258466
## Justin Britt 0.578613845 -0.77634577 0.204691562 -0.006959631
## Derek Newton 1.646032968 -1.17640258 -0.238435141 -0.231195243
## Phil Loadholt 1.377165828 -0.67297107 0.859868280 -1.564063038
## Tyrus Thompson -0.179848756 0.83253539 -0.862367557 0.209680922
## Joe Reitz -0.217574026 -0.13837538 0.598953497 -0.243004094
## Josh Wells 0.927429333 -0.35801272 -0.613960495 0.044543887
## Bryce Harris -0.012043677 -0.35181064 -0.010839245 0.374693564
## Laurence Gibson -0.850677962 0.18999904 -0.934038526 1.594717449
## Brennan Williams 1.435851968 -0.76400113 -0.434375791 -0.237475045
## Eric Fisher 0.140797379 -0.19036015 -0.132227236 0.181790008
## Terry Poole -0.902965653 0.74953549 -1.184634629 1.338064792
## Cornelius Lucas -0.698403100 0.12690013 0.300295260 0.271207706
## Nick Becton -0.671748749 0.25718653 -0.347609900 0.762172115
## Donald Hawkins -0.041717519 0.70985137 -0.281428261 -0.386705592
## J'Marcus Webb -0.311647059 -0.02725180 0.449849768 -0.110950905
## Bryan Bulaga -0.134101386 1.15717211 0.287577372 -1.310648093
## Bradley Sowell -0.427340074 -0.32981988 0.678905543 0.078254415
## Anthony Castonzo -0.161671726 0.93049814 0.331597116 -1.100423528
## Jermey Parnell 0.813194576 -0.04265847 -0.099178451 -0.671357654
## Michael Oher -0.829810592 -0.15696220 0.822183885 0.164588906
## Eugene Monroe -1.241411887 0.83319730 0.996992629 -0.588778041
## Trent Williams -0.355442362 -0.04920197 -0.008613898 0.413258233
## Jonathan Martin 0.163739845 -0.43360197 0.546298767 -0.276436638
## Marcus Gilbert 0.372412598 0.40858562 0.487813875 -1.268812088
## Derek Sherrod 0.304206546 -0.14437244 0.113103627 -0.272937732
## D'Brickashaw Ferguson -0.985059547 0.42409985 0.890966451 -0.330006758
## Russell Okung -0.100571749 0.48873730 0.715533961 -1.103699515
## Jared Veldheer 0.036713567 0.40706959 0.064192088 -0.507975245
## Donald Penn -0.439148626 0.57066107 0.683883092 -0.815395536
## Bobby Massie 0.119960501 -0.16090531 0.199080340 -0.158135535
## D.J. Humphries -0.122234660 1.09996051 -1.277939447 0.300213595
## Jason Peters 1.206890151 0.49508784 -0.057400616 -1.644577369
## Ben Ijalana -0.338345099 0.81501729 -0.740731342 0.264059152
## K-means clustering with 5 clusters of sizes 26, 29, 30, 19, 53
##
## Cluster means:
## Pass Blocking Run Blocking
## 1 -0.7978048 0.7978048
## 2 -0.4216278 0.4216278
## 3 -0.0585167 0.0585167
## 4 0.8648536 -0.8648536
## 5 0.3451587 -0.3451587
##
## Clustering vector:
## Menelik Watson Michael Bowie Ty Sambrailo
## 3 1 5
## Steven Baker Marshall Newhouse Will Yeatman
## 5 3 4
## Andre Smith Cordy Glenn Marcel Jones
## 3 5 5
## Oday Aboushi Andrew Whitworth Will Beatty
## 2 5 5
## Erik Pears Michael Williams Reid Fragel
## 4 3 2
## Tavon Rooks LaAdrian Waddle Anthony Morris
## 5 4 3
## Terron Armstead Terren Jones T.J. Clemmings
## 2 5 1
## Andrew McDonald Ryan Clady Gosder Cherilus
## 5 4 3
## Branden Albert Mike Remmers Morgan Moses
## 5 5 3
## Ryan Seymour Ryan Miller Breno Giacomini
## 2 2 5
## Riley Reiff Martin Wallace Brandon Washington
## 2 2 2
## Brandon Scherff Cyrus Kouandjio King Dunlap
## 1 1 1
## Duane Brown Matthew McCants Jamon Brown
## 5 5 1
## Cedric Ogbuehi Donovan Smith D.J. Fluker
## 3 1 1
## Byron Stingily Ty Nsekhe Matt Kalil
## 5 3 3
## Jeremiah Poutasi David Foucault Cody Booth
## 1 3 3
## Nate Solder Justin Pugh Eric Winston
## 2 5 4
## Joe Thomas Taylor Lewan Lane Johnson
## 5 1 1
## Joe Staley Cameron Fleming Ian Silberman
## 2 2 1
## Ryan Harris Ereck Flowers Caylin Hauptmann
## 4 1 5
## Andrus Peat Mike Adams Mike Harris
## 3 3 3
## Ryan Schraeder Doug Free James Hurst
## 5 2 3
## Mitchell Van Dyk Tyron Smith Jeff Adams
## 1 2 4
## Chaz Green Mickey Baucus Joe Barksdale
## 5 5 2
## Tayo Fabuluje Ja'Wuan James Marcus Cannon
## 2 5 5
## Michael Schofield Don Barclay Lamar Holmes
## 5 5 4
## Tanner Hawkinson Rick Wagner Jason Fox
## 5 4 3
## Cameron Bradfield Jake Matthews Jake Rodgers
## 3 5 5
## Austin Pasztor Tyler Polumbus Jamon Meredith
## 3 5 3
## Sam Young Kevin Pamphile Chris Hairston
## 5 1 2
## Andrew Gardner Jeremy Vujnovich David Bakhtiari
## 1 3 4
## Alejandro Villanueva Jake Fisher Luke Joeckel
## 5 5 3
## Sebastian Vollmer Bryan Witzmann Chris Clark
## 5 2 4
## Garry Gilliam Nate Chandler Kelvin Beachum
## 2 2 5
## Jermon Bushrod Zach Strief Ulrick John
## 4 4 5
## Jordan Mills Austin Howard Kevin Graf
## 2 2 2
## Garrett Reynolds Seantrel Henderson Denzelle Good
## 3 5 1
## Corey Robinson Daryl Williams Greg Robinson
## 2 1 1
## Tom Compton Demar Dotson Donald Stephenson
## 1 4 2
## Darrion Weems Charles Leno Byron Bell
## 5 5 2
## Brandon Mosley Jason Weaver Mitchell Schwartz
## 1 3 4
## Rob Havenstein Justin Britt Derek Newton
## 1 2 1
## Phil Loadholt Tyrus Thompson Joe Reitz
## 1 5 5
## Josh Wells Bryce Harris Laurence Gibson
## 1 3 5
## Brennan Williams Eric Fisher Terry Poole
## 1 2 5
## Cornelius Lucas Nick Becton Donald Hawkins
## 5 5 5
## J'Marcus Webb Bryan Bulaga Bradley Sowell
## 5 5 5
## Anthony Castonzo Jermey Parnell Michael Oher
## 5 2 4
## Eugene Monroe Trent Williams Jonathan Martin
## 4 5 3
## Marcus Gilbert Derek Sherrod D'Brickashaw Ferguson
## 3 3 4
## Russell Okung Jared Veldheer Donald Penn
## 5 5 4
## Bobby Massie D.J. Humphries Jason Peters
## 3 3 2
## Ben Ijalana
## 5
##
## Within cluster sum of squares by cluster:
## [1] 1.1984410 0.5984985 0.5894313 1.9759748 1.5298179
## (between_SS / total_SS = 93.5 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 31, 22, 33, 31, 40
##
## Cluster means:
## Run Blocking Pass Blocking Awareness Speed
## 1 0.03204076 -0.4143362 0.5844108 -0.2021154
## 2 1.03721473 -0.3158312 -0.1213750 -0.6000086
## 3 0.39017594 -0.5201567 -0.5833141 0.7132948
## 4 -0.29515868 0.6907048 0.4923699 -0.8879160
## 5 -0.68844687 0.3886507 -0.2865147 0.5863108
##
## Clustering vector:
## Menelik Watson Michael Bowie Ty Sambrailo
## 1 2 5
## Steven Baker Marshall Newhouse Will Yeatman
## 5 1 5
## Andre Smith Cordy Glenn Marcel Jones
## 4 4 4
## Oday Aboushi Andrew Whitworth Will Beatty
## 2 4 4
## Erik Pears Michael Williams Reid Fragel
## 5 5 3
## Tavon Rooks LaAdrian Waddle Anthony Morris
## 5 4 5
## Terron Armstead Terren Jones T.J. Clemmings
## 3 5 3
## Andrew McDonald Ryan Clady Gosder Cherilus
## 5 4 1
## Branden Albert Mike Remmers Morgan Moses
## 4 5 4
## Ryan Seymour Ryan Miller Breno Giacomini
## 3 3 1
## Riley Reiff Martin Wallace Brandon Washington
## 2 2 3
## Brandon Scherff Cyrus Kouandjio King Dunlap
## 3 2 2
## Duane Brown Matthew McCants Jamon Brown
## 4 4 3
## Cedric Ogbuehi Donovan Smith D.J. Fluker
## 5 3 2
## Byron Stingily Ty Nsekhe Matt Kalil
## 5 1 1
## Jeremiah Poutasi David Foucault Cody Booth
## 3 3 3
## Nate Solder Justin Pugh Eric Winston
## 1 5 1
## Joe Thomas Taylor Lewan Lane Johnson
## 4 3 3
## Joe Staley Cameron Fleming Ian Silberman
## 2 3 3
## Ryan Harris Ereck Flowers Caylin Hauptmann
## 4 2 5
## Andrus Peat Mike Adams Mike Harris
## 5 1 1
## Ryan Schraeder Doug Free James Hurst
## 5 2 1
## Mitchell Van Dyk Tyron Smith Jeff Adams
## 3 2 5
## Chaz Green Mickey Baucus Joe Barksdale
## 5 5 2
## Tayo Fabuluje Ja'Wuan James Marcus Cannon
## 2 1 1
## Michael Schofield Don Barclay Lamar Holmes
## 5 5 4
## Tanner Hawkinson Rick Wagner Jason Fox
## 5 4 1
## Cameron Bradfield Jake Matthews Jake Rodgers
## 3 5 5
## Austin Pasztor Tyler Polumbus Jamon Meredith
## 1 1 3
## Sam Young Kevin Pamphile Chris Hairston
## 1 3 2
## Andrew Gardner Jeremy Vujnovich David Bakhtiari
## 3 5 5
## Alejandro Villanueva Jake Fisher Luke Joeckel
## 5 5 1
## Sebastian Vollmer Bryan Witzmann Chris Clark
## 4 3 4
## Garry Gilliam Nate Chandler Kelvin Beachum
## 3 3 4
## Jermon Bushrod Zach Strief Ulrick John
## 5 4 5
## Jordan Mills Austin Howard Kevin Graf
## 1 1 3
## Garrett Reynolds Seantrel Henderson Denzelle Good
## 1 5 3
## Corey Robinson Daryl Williams Greg Robinson
## 3 2 3
## Tom Compton Demar Dotson Donald Stephenson
## 3 4 3
## Darrion Weems Charles Leno Byron Bell
## 4 5 1
## Brandon Mosley Jason Weaver Mitchell Schwartz
## 3 1 4
## Rob Havenstein Justin Britt Derek Newton
## 2 1 2
## Phil Loadholt Tyrus Thompson Joe Reitz
## 2 5 1
## Josh Wells Bryce Harris Laurence Gibson
## 2 3 5
## Brennan Williams Eric Fisher Terry Poole
## 2 3 5
## Cornelius Lucas Nick Becton Donald Hawkins
## 5 5 4
## J'Marcus Webb Bryan Bulaga Bradley Sowell
## 1 4 1
## Anthony Castonzo Jermey Parnell Michael Oher
## 4 2 1
## Eugene Monroe Trent Williams Jonathan Martin
## 4 5 1
## Marcus Gilbert Derek Sherrod D'Brickashaw Ferguson
## 4 1 4
## Russell Okung Jared Veldheer Donald Penn
## 4 4 4
## Bobby Massie D.J. Humphries Jason Peters
## 1 5 2
## Ben Ijalana
## 5
##
## Within cluster sum of squares by cluster:
## [1] 16.34342 17.17761 18.46181 17.77145 32.12675
## (between_SS / total_SS = 64.5 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = OTClusterReducedReg[, 1] ~ OTClusterReducedReg[,
## 2] + OTClusterReducedReg[, 3], data = OTClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.93685 -0.20401 0.06229 0.22209 0.61121
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.005e-16 2.535e-02 0.00 1
## OTClusterReducedReg[, 2] 8.398e-01 3.099e-02 27.10 <2e-16 ***
## OTClusterReducedReg[, 3] 3.999e-01 2.704e-02 14.79 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3176 on 154 degrees of freedom
## Multiple R-squared: 0.901, Adjusted R-squared: 0.8997
## F-statistic: 701 on 2 and 154 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OTClusterFullReg[, 1] ~ OTClusterFullReg[, 2] +
## OTClusterFullReg[, 3] + OTClusterFullReg[, 4] + OTClusterFullReg[,
## 5], data = OTClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.82874 -0.25045 0.09806 0.23458 0.44934
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.845e-16 2.467e-02 0.00 1.000
## OTClusterFullReg[, 2] 4.030e-01 2.882e-02 13.98 <2e-16 ***
## OTClusterFullReg[, 3] 4.614e-01 3.478e-02 13.26 <2e-16 ***
## OTClusterFullReg[, 4] 4.179e-01 3.268e-02 12.79 <2e-16 ***
## OTClusterFullReg[, 5] 2.623e-02 3.160e-02 0.83 0.408
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3091 on 152 degrees of freedom
## Multiple R-squared: 0.9075, Adjusted R-squared: 0.905
## F-statistic: 372.7 on 4 and 152 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OTClusterReducedReg[, 1] ~ OTClusterReducedReg[,
## 2] + OTClusterReducedReg[, 3], data = OTClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.93685 -0.20401 0.06229 0.22209 0.61121
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.005e-16 2.535e-02 0.00 1
## OTClusterReducedReg[, 2] 8.398e-01 3.099e-02 27.10 <2e-16 ***
## OTClusterReducedReg[, 3] 3.999e-01 2.704e-02 14.79 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3176 on 154 degrees of freedom
## Multiple R-squared: 0.901, Adjusted R-squared: 0.8997
## F-statistic: 701 on 2 and 154 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OTClusterFullReg[, 1] ~ OTClusterFullReg[, 2] +
## OTClusterFullReg[, 3] + OTClusterFullReg[, 4] + OTClusterFullReg[,
## 5], data = OTClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.82874 -0.25045 0.09806 0.23458 0.44934
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.845e-16 2.467e-02 0.00 1.000
## OTClusterFullReg[, 2] 4.030e-01 2.882e-02 13.98 <2e-16 ***
## OTClusterFullReg[, 3] 4.614e-01 3.478e-02 13.26 <2e-16 ***
## OTClusterFullReg[, 4] 4.179e-01 3.268e-02 12.79 <2e-16 ***
## OTClusterFullReg[, 5] 2.623e-02 3.160e-02 0.83 0.408
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3091 on 152 degrees of freedom
## Multiple R-squared: 0.9075, Adjusted R-squared: 0.905
## F-statistic: 372.7 on 4 and 152 DF, p-value: < 2.2e-16
## Run Blocking Pass Blocking Awareness Speed
## 1 0.03204076 -0.4143362 0.5844108 -0.2021154
## 2 1.03721473 -0.3158312 -0.1213750 -0.6000086
## 3 0.39017594 -0.5201567 -0.5833141 0.7132948
## 4 -0.29515868 0.6907048 0.4923699 -0.8879160
## 5 -0.68844687 0.3886507 -0.2865147 0.5863108
## Pass Blocking Run Blocking
## 1 -0.7978048 0.7978048
## 2 -0.4216278 0.4216278
## 3 -0.0585167 0.0585167
## 4 0.8648536 -0.8648536
## 5 0.3451587 -0.3451587
## Extreme Run Blocker Moderate Run Blocker
## Menelik Watson 31.632223 31.528864
## Michael Bowie 56.344460 53.014468
## Ty Sambrailo 31.861399 32.661422
## Steven Baker 9.972775 10.968700
## Marshall Newhouse 53.786762 53.950701
## Will Yeatman 21.768305 24.085386
## Andre Smith 78.304758 78.387434
## Cordy Glenn 80.809734 81.868366
## Marcel Jones 21.196464 23.395885
## Oday Aboushi 60.825569 59.136594
## Andrew Whitworth 96.471486 96.833940
## Will Beatty 81.672666 82.815173
## Erik Pears 19.438497 23.457485
## Michael Williams 20.991183 20.986677
## Reid Fragel 29.674017 27.655684
## Tavon Rooks 21.697298 22.514793
## LaAdrian Waddle 52.271222 56.079990
## Anthony Morris 9.058604 9.038352
## Terron Armstead 82.662657 81.404915
## Terren Jones 15.562691 16.038876
## T.J. Clemmings 45.583102 40.796726
## Andrew McDonald 25.475353 26.930032
## Ryan Clady 64.065138 68.233449
## Gosder Cherilus 61.329736 61.587075
## Branden Albert 91.172264 91.697649
## Mike Remmers 50.308959 52.894096
## Morgan Moses 40.621913 40.869284
## Ryan Seymour 33.145647 31.506736
## Ryan Miller 29.101158 27.835066
## Breno Giacomini 58.206611 58.976985
## Riley Reiff 87.340317 86.399842
## Martin Wallace 32.245589 30.503797
## Brandon Washington 40.051030 38.349211
## Brandon Scherff 75.842906 72.425044
## Cyrus Kouandjio 34.969600 30.932690
## King Dunlap 94.842141 93.723905
## Duane Brown 91.674327 92.242073
## Matthew McCants 26.748287 28.423541
## Jamon Brown 50.453830 47.245990
## Cedric Ogbuehi 53.216157 53.300671
## Donovan Smith 50.592715 47.403910
## D.J. Fluker 76.507523 73.236310
## Byron Stingily 34.904942 36.170101
## Ty Nsekhe 32.034225 31.122458
## Matt Kalil 59.063583 59.006627
## Jeremiah Poutasi 37.483144 34.566877
## David Foucault 22.634651 22.135921
## Cody Booth 20.196504 19.407511
## Nate Solder 85.139800 84.341959
## Justin Pugh 46.552084 48.610997
## Eric Winston 28.397191 31.215490
## Joe Thomas 96.190469 96.349254
## Taylor Lewan 87.657851 85.711044
## Lane Johnson 89.903464 88.052298
## Joe Staley 99.058102 98.864803
## Cameron Fleming 48.159174 45.606820
## Ian Silberman 28.111408 25.158095
## Ryan Harris 56.460330 59.836834
## Ereck Flowers 62.834667 59.580498
## Caylin Hauptmann 19.064322 20.138838
## Andrus Peat 60.159042 60.254754
## Mike Adams 41.550827 40.982368
## Mike Harris 24.609687 24.366630
## Ryan Schraeder 58.085711 60.720328
## Doug Free 92.630558 91.534934
## James Hurst 26.907678 26.980412
## Mitchell Van Dyk 35.632430 31.652792
## Tyron Smith 98.395902 98.071308
## Jeff Adams 21.438209 24.444015
## Chaz Green 19.534530 21.394444
## Mickey Baucus 10.708105 11.868514
## Joe Barksdale 72.650852 70.241103
## Tayo Fabuluje 18.361336 16.759933
## Ja'Wuan James 48.276560 49.610427
## Marcus Cannon 49.340756 50.823606
## Michael Schofield 26.107832 27.671850
## Don Barclay 39.342519 41.292021
## Lamar Holmes 28.615513 32.343359
## Tanner Hawkinson 20.836810 22.962415
## Rick Wagner 70.942629 74.016461
## Jason Fox 39.002730 38.093140
## Cameron Bradfield 32.737938 31.915268
## Jake Matthews 53.972948 55.125821
## Jake Rodgers 10.076499 10.642309
## Austin Pasztor 46.248632 46.329397
## Tyler Polumbus 31.127996 33.571052
## Jamon Meredith 34.011174 34.241630
## Sam Young 35.567334 36.934571
## Kevin Pamphile 56.903695 53.658390
## Chris Hairston 70.435502 69.340536
## Andrew Gardner 62.571076 59.272826
## Jeremy Vujnovich 7.682677 7.836138
## David Bakhtiari 43.125553 49.520148
## Alejandro Villanueva 7.777901 8.312054
## Jake Fisher 29.321906 31.447620
## Luke Joeckel 71.048691 70.050561
## Sebastian Vollmer 84.958628 86.367068
## Bryan Witzmann 36.254223 34.095094
## Chris Clark 56.037417 59.363118
## Garry Gilliam 35.168403 33.770655
## Nate Chandler 51.780213 49.725552
## Kelvin Beachum 82.309667 84.106593
## Jermon Bushrod 36.520754 42.738733
## Zach Strief 78.461965 80.630867
## Ulrick John 24.067479 25.281071
## Jordan Mills 49.367889 46.978860
## Austin Howard 62.189280 60.708062
## Kevin Graf 26.845600 24.557944
## Garrett Reynolds 53.951896 53.173235
## Seantrel Henderson 43.173249 44.742339
## Denzelle Good 12.056097 10.169686
## Corey Robinson 25.951068 24.341976
## Daryl Williams 48.843499 44.456909
## Greg Robinson 73.024474 69.842633
## Tom Compton 55.783953 52.369756
## Demar Dotson 64.814406 68.184047
## Donald Stephenson 53.125838 51.261679
## Darrion Weems 32.053200 32.882261
## Charles Leno 25.247784 26.663264
## Byron Bell 46.509931 44.699571
## Brandon Mosley 35.477514 32.352522
## Jason Weaver 24.889352 24.683761
## Mitchell Schwartz 33.422969 39.035429
## Rob Havenstein 59.750059 54.064284
## Justin Britt 56.392018 54.034988
## Derek Newton 94.586303 92.735101
## Phil Loadholt 85.454609 83.536712
## Tyrus Thompson 17.459647 18.253192
## Joe Reitz 49.554824 51.067495
## Josh Wells 59.703209 55.933572
## Bryce Harris 34.949745 34.415571
## Laurence Gibson 12.834719 13.410997
## Brennan Williams 44.601115 39.703049
## Eric Fisher 70.189564 69.055616
## Terry Poole 11.841926 12.748820
## Cornelius Lucas 28.052524 29.955542
## Nick Becton 13.792031 14.538577
## Donald Hawkins 20.362969 20.964717
## J'Marcus Webb 36.834016 38.396775
## Bryan Bulaga 79.045608 80.592808
## Bradley Sowell 41.503628 42.827536
## Anthony Castonzo 87.547896 88.631067
## Jermey Parnell 85.316131 83.964812
## Michael Oher 35.457445 38.654380
## Eugene Monroe 52.581084 58.335190
## Trent Williams 84.763570 85.614985
## Jonathan Martin 48.255424 47.648366
## Marcus Gilbert 74.051297 74.307478
## Derek Sherrod 37.574745 36.479264
## D'Brickashaw Ferguson 68.565995 72.258241
## Russell Okung 81.814732 82.970541
## Jared Veldheer 90.194202 90.626151
## Donald Penn 84.861273 86.790171
## Bobby Massie 63.174050 62.766055
## D.J. Humphries 38.427063 38.366727
## Jason Peters 98.876108 98.702225
## Ben Ijalana 22.117151 23.003723
## Balanced Tackle Extreme Pass Blocker
## Menelik Watson 31.412473 31.139081
## Michael Bowie 49.234729 40.419842
## Ty Sambrailo 33.573311 35.758732
## Steven Baker 12.175296 15.376416
## Marshall Newhouse 54.135506 54.570393
## Will Yeatman 26.851758 33.938037
## Andre Smith 78.480454 78.698612
## Cordy Glenn 83.017444 85.534757
## Marcel Jones 26.021063 32.750815
## Oday Aboushi 57.211404 52.617020
## Andrew Whitworth 97.205217 97.938411
## Will Beatty 84.047814 86.716645
## Erik Pears 28.493417 42.006065
## Michael Williams 20.981595 20.969631
## Reid Fragel 25.463356 20.682430
## Tavon Rooks 23.457328 25.760978
## LaAdrian Waddle 60.307091 69.720693
## Anthony Morris 9.015552 8.962024
## Terron Armstead 79.920431 76.154668
## Terren Jones 16.587207 17.925885
## T.J. Clemmings 35.562463 24.390888
## Andrew McDonald 28.619086 32.783973
## Ryan Clady 72.669372 81.746216
## Gosder Cherilus 61.876681 62.556107
## Branden Albert 92.261549 93.474251
## Mike Remmers 55.794424 62.477380
## Morgan Moses 41.148699 41.808521
## Ryan Seymour 29.701287 25.647804
## Ryan Miller 26.440212 23.301670
## Breno Giacomini 59.841638 61.858405
## Riley Reiff 85.283099 82.416241
## Martin Wallace 28.591297 24.326470
## Brandon Washington 36.456722 32.134882
## Brandon Scherff 68.305587 57.745907
## Cyrus Kouandjio 26.643247 17.875852
## King Dunlap 92.245494 87.742039
## Duane Brown 92.846540 94.126980
## Matthew McCants 30.370986 35.175488
## Jamon Brown 43.650651 35.436872
## Cedric Ogbuehi 53.395966 53.620324
## Donovan Smith 43.828559 35.653099
## D.J. Fluker 69.290414 59.141628
## Byron Stingily 37.615204 41.084620
## Ty Nsekhe 30.107940 27.779595
## Matt Kalil 58.942372 58.790943
## Jeremiah Poutasi 31.385311 24.446286
## David Foucault 21.581082 20.306652
## Cody Booth 18.540596 16.595736
## Nate Solder 83.408947 81.072742
## Justin Pugh 50.937150 56.389039
## Eric Winston 34.530451 42.778912
## Joe Thomas 96.521788 96.901790
## Taylor Lewan 83.278341 76.562510
## Lane Johnson 85.691453 78.959780
## Joe Staley 98.606282 97.790135
## Cameron Fleming 42.750478 36.196455
## Ian Silberman 22.035085 15.624151
## Ryan Harris 63.557298 71.780632
## Ereck Flowers 55.830458 46.850534
## Caylin Hauptmann 21.393215 24.520842
## Andrus Peat 60.362620 60.616351
## Mike Adams 40.343547 38.849441
## Mike Harris 24.094081 23.458783
## Ryan Schraeder 63.633140 70.165038
## Doug Free 90.157643 86.281794
## James Hurst 27.062557 27.256515
## Mitchell Van Dyk 27.408566 18.663638
## Tyron Smith 97.639872 96.295937
## Jeff Adams 28.089114 37.574888
## Chaz Green 23.610836 29.296163
## Mickey Baucus 13.280618 17.049266
## Joe Barksdale 67.412912 60.369429
## Tayo Fabuluje 15.065358 11.538990
## Ja'Wuan James 51.115170 54.649033
## Marcus Cannon 52.494454 56.407119
## Michael Schofield 29.489040 33.971665
## Don Barclay 43.516429 48.824442
## Lamar Holmes 36.769175 47.806561
## Tanner Hawkinson 25.498875 32.003417
## Rick Wagner 77.270050 83.952612
## Jason Fox 37.075191 34.714317
## Cameron Bradfield 30.998073 28.884844
## Jake Matthews 56.420776 59.441171
## Jake Rodgers 11.307532 12.990086
## Austin Pasztor 46.420499 46.635134
## Tyler Polumbus 36.411552 43.376640
## Jamon Meredith 34.502236 35.118903
## Sam Young 38.496491 42.245308
## Kevin Pamphile 49.970098 41.340557
## Chris Hairston 68.084659 65.045749
## Andrew Gardner 55.473820 46.388998
## Jeremy Vujnovich 8.011983 8.437893
## David Bakhtiari 56.738177 72.499430
## Alejandro Villanueva 8.947037 10.583814
## Jake Fisher 33.920639 40.008341
## Luke Joeckel 68.906558 66.140578
## Sebastian Vollmer 87.843936 90.868411
## Bryan Witzmann 31.721434 26.432077
## Chris Clark 63.033147 71.172833
## Garry Gilliam 32.220834 28.694278
## Nate Chandler 47.409516 42.003057
## Kelvin Beachum 85.984353 89.792915
## Jermon Bushrod 49.966273 66.575835
## Zach Strief 82.910365 87.570393
## Ulrick John 26.687430 30.148528
## Jordan Mills 44.298008 38.107191
## Austin Howard 59.018890 54.979361
## Kevin Graf 22.109119 16.927447
## Garrett Reynolds 52.293638 50.218381
## Seantrel Henderson 46.521716 50.733655
## Denzelle Good 8.311146 4.953269
## Corey Robinson 22.593978 18.770349
## Daryl Williams 39.592750 28.871587
## Greg Robinson 66.064991 56.569776
## Tom Compton 48.499621 39.504403
## Demar Dotson 71.810194 79.474589
## Donald Stephenson 49.156229 44.217222
## Darrion Weems 33.827444 36.093256
## Charles Leno 28.306363 32.357072
## Byron Bell 42.671259 37.979144
## Brandon Mosley 28.972810 21.739559
## Jason Weaver 24.452997 23.914129
## Mitchell Schwartz 45.645084 61.358840
## Rob Havenstein 47.556756 32.781194
## Justin Britt 51.360098 45.057602
## Derek Newton 90.105096 81.328271
## Phil Loadholt 81.185830 74.884105
## Tyrus Thompson 19.174698 21.454859
## Joe Reitz 52.771491 56.759223
## Josh Wells 51.618564 41.471550
## Bryce Harris 33.816858 32.423077
## Laurence Gibson 14.081946 15.750852
## Brennan Williams 34.371499 23.112665
## Eric Fisher 67.754703 64.606011
## Terry Poole 13.828250 16.610869
## Cornelius Lucas 32.169189 37.627160
## Nick Becton 15.412563 17.605532
## Donald Hawkins 21.655743 23.334295
## J'Marcus Webb 40.182003 44.461812
## Bryan Bulaga 82.251638 85.792415
## Bradley Sowell 44.330273 47.898007
## Anthony Castonzo 89.770043 92.120259
## Jermey Parnell 82.346323 78.143387
## Michael Oher 42.353414 51.276684
## Eugene Monroe 64.610621 77.694294
## Trent Williams 86.535968 88.542593
## Jonathan Martin 46.964405 45.357448
## Marcus Gilbert 74.594805 75.264790
## Derek Sherrod 35.256965 32.439586
## D'Brickashaw Ferguson 76.150115 84.017946
## Russell Okung 84.216228 86.907820
## Jared Veldheer 91.096250 92.133746
## Donald Penn 88.753906 92.535388
## Bobby Massie 62.304206 61.209601
## D.J. Humphries 38.298716 38.138681
## Jason Peters 98.478666 97.818151
## Ben Ijalana 24.027003 26.531966
## Moderate Pass Blocker
## Menelik Watson 31.281072
## Michael Bowie 44.970402
## Ty Sambrailo 34.616290
## Steven Baker 13.648719
## Marshall Newhouse 54.344387
## Will Yeatman 30.161588
## Andre Smith 78.585366
## Cordy Glenn 84.259308
## Marcel Jones 29.162751
## Oday Aboushi 55.013639
## Andrew Whitworth 97.580651
## Will Beatty 85.370253
## Erik Pears 34.743209
## Michael Williams 20.975850
## Reid Fragel 23.098408
## Tavon Rooks 24.548999
## LaAdrian Waddle 64.943063
## Anthony Morris 8.989820
## Terron Armstead 78.158690
## Terren Jones 17.221720
## T.J. Clemmings 29.959639
## Andrew McDonald 30.587721
## Ryan Clady 77.285469
## Gosder Cherilus 62.203388
## Branden Albert 92.863650
## Mike Remmers 59.036472
## Morgan Moses 41.465220
## Ryan Seymour 27.718599
## Ryan Miller 24.906848
## Breno Giacomini 60.813650
## Riley Reiff 83.948072
## Martin Wallace 26.499754
## Brandon Washington 34.355880
## Brandon Scherff 63.359917
## Cyrus Kouandjio 22.184073
## King Dunlap 90.270740
## Duane Brown 93.485824
## Matthew McCants 32.642177
## Jamon Brown 39.648625
## Cedric Ogbuehi 53.503708
## Donovan Smith 39.846667
## D.J. Fluker 64.544750
## Byron Stingily 39.270498
## Ty Nsekhe 28.978974
## Matt Kalil 58.869678
## Jeremiah Poutasi 27.948216
## David Foucault 20.963453
## Cody Booth 17.589705
## Nate Solder 82.311436
## Justin Pugh 53.563466
## Eric Winston 38.426332
## Joe Thomas 96.708775
## Taylor Lewan 80.223847
## Lane Johnson 82.664273
## Joe Staley 98.254233
## Cameron Fleming 39.566287
## Ian Silberman 18.786922
## Ryan Harris 67.614190
## Ereck Flowers 51.527562
## Caylin Hauptmann 22.865119
## Andrus Peat 60.484507
## Mike Adams 39.624228
## Mike Harris 23.787873
## Ryan Schraeder 66.833893
## Doug Free 88.410202
## James Hurst 27.155602
## Mitchell Van Dyk 22.974679
## Tyron Smith 97.056948
## Jeff Adams 32.503729
## Chaz Green 26.262638
## Mickey Baucus 15.012068
## Joe Barksdale 64.090182
## Tayo Fabuluje 13.291312
## Ja'Wuan James 52.814810
## Marcus Cannon 54.378531
## Michael Schofield 31.607850
## Don Barclay 46.056523
## Lamar Holmes 41.991752
## Tanner Hawkinson 28.534609
## Rick Wagner 80.655903
## Jason Fox 35.934868
## Cameron Bradfield 29.974940
## Jake Matthews 57.876873
## Jake Rodgers 12.094957
## Austin Pasztor 46.523546
## Tyler Polumbus 39.715390
## Jamon Meredith 34.797835
## Sam Young 40.285448
## Kevin Pamphile 45.801102
## Chris Hairston 66.639068
## Andrew Gardner 51.118100
## Jeremy Vujnovich 8.214416
## David Bakhtiari 64.625767
## Alejandro Villanueva 9.707802
## Jake Fisher 36.802663
## Luke Joeckel 67.590521
## Sebastian Vollmer 89.374172
## Bryan Witzmann 29.125387
## Chris Clark 67.043279
## Garry Gilliam 30.504830
## Nate Chandler 44.801310
## Kelvin Beachum 87.919148
## Jermon Bushrod 58.128448
## Zach Strief 85.272041
## Ulrick John 28.324098
## Jordan Mills 41.298107
## Austin Howard 57.088453
## Kevin Graf 19.516066
## Garrett Reynolds 51.297608
## Seantrel Henderson 48.542177
## Denzelle Good 6.530943
## Corey Robinson 20.705634
## Daryl Williams 34.284752
## Greg Robinson 61.591529
## Tom Compton 44.141900
## Demar Dotson 75.654441
## Donald Stephenson 46.778386
## Darrion Weems 34.908705
## Charles Leno 30.221086
## Byron Bell 40.400915
## Brandon Mosley 25.363351
## Jason Weaver 24.193440
## Mitchell Schwartz 53.257948
## Rob Havenstein 40.284462
## Justin Britt 48.328401
## Derek Newton 86.361293
## Phil Loadholt 78.290734
## Tyrus Thompson 20.250450
## Joe Reitz 54.692224
## Josh Wells 46.718592
## Bryce Harris 33.144699
## Laurence Gibson 14.867712
## Brennan Williams 28.700985
## Eric Fisher 66.256977
## Terry Poole 15.122077
## Cornelius Lucas 34.750690
## Nick Becton 16.441970
## Donald Hawkins 22.452853
## J'Marcus Webb 42.225637
## Bryan Bulaga 84.016135
## Bradley Sowell 46.039432
## Anthony Castonzo 90.955382
## Jermey Parnell 80.396016
## Michael Oher 46.617540
## Eugene Monroe 71.249567
## Trent Williams 87.527731
## Jonathan Martin 46.192025
## Marcus Gilbert 74.917690
## Derek Sherrod 33.892885
## D'Brickashaw Ferguson 80.165084
## Russell Okung 85.550966
## Jared Veldheer 91.606467
## Donald Penn 90.712506
## Bobby Massie 61.779792
## D.J. Humphries 38.221848
## Jason Peters 98.186737
## Ben Ijalana 25.213457
## High Awareness Run Blocker Power Run Blocker
## Menelik Watson 36.189325 34.889076
## Michael Bowie 42.114956 45.215205
## Ty Sambrailo 31.463281 31.199687
## Steven Baker 19.521222 16.415746
## Marshall Newhouse 57.556121 54.934712
## Will Yeatman 33.528515 29.387905
## Andre Smith 72.356716 74.671821
## Cordy Glenn 81.915184 81.825565
## Marcel Jones 24.211126 23.635177
## Oday Aboushi 50.926734 53.087586
## Andrew Whitworth 94.519160 94.787976
## Will Beatty 82.054809 81.728690
## Erik Pears 41.418396 34.197553
## Michael Williams 25.004998 23.723949
## Reid Fragel 30.873493 32.094694
## Tavon Rooks 24.882626 24.362506
## LaAdrian Waddle 57.810374 56.823886
## Anthony Morris 9.640831 10.155149
## Terron Armstead 81.178308 81.539148
## Terren Jones 16.517614 16.793142
## T.J. Clemmings 33.526463 39.875603
## Andrew McDonald 34.001398 31.676472
## Ryan Clady 75.794478 72.268736
## Gosder Cherilus 66.498459 63.145462
## Branden Albert 88.394257 88.904141
## Mike Remmers 56.794679 54.507070
## Morgan Moses 39.069171 41.503907
## Ryan Seymour 35.703192 35.153599
## Ryan Miller 30.497262 31.884344
## Breno Giacomini 59.448542 57.356702
## Riley Reiff 82.023674 84.156728
## Martin Wallace 24.820446 26.645821
## Brandon Washington 38.127920 39.141763
## Brandon Scherff 63.610256 68.157158
## Cyrus Kouandjio 18.309793 24.185828
## King Dunlap 83.359199 87.103517
## Duane Brown 91.382354 91.276543
## Matthew McCants 31.969650 31.193593
## Jamon Brown 43.227837 45.045877
## Cedric Ogbuehi 54.395253 55.084794
## Donovan Smith 40.268794 43.861944
## D.J. Fluker 64.832952 68.294517
## Byron Stingily 44.118474 40.551546
## Ty Nsekhe 26.974418 27.795924
## Matt Kalil 68.581928 65.091199
## Jeremiah Poutasi 27.094221 29.988629
## David Foucault 22.922368 22.496246
## Cody Booth 19.252840 20.427993
## Nate Solder 83.728748 83.825388
## Justin Pugh 57.451311 54.810559
## Eric Winston 49.513107 41.628701
## Joe Thomas 96.167603 96.256160
## Taylor Lewan 81.699616 84.156518
## Lane Johnson 84.533203 86.819273
## Joe Staley 97.699200 98.064531
## Cameron Fleming 40.812068 42.850401
## Ian Silberman 21.513155 24.028684
## Ryan Harris 61.485545 58.874175
## Ereck Flowers 49.492964 56.537467
## Caylin Hauptmann 24.948757 23.098557
## Andrus Peat 55.217889 56.873665
## Mike Adams 43.424097 42.743510
## Mike Harris 23.738135 23.821886
## Ryan Schraeder 62.990871 61.254598
## Doug Free 84.057899 85.931470
## James Hurst 25.041639 24.183862
## Mitchell Van Dyk 27.074029 29.497269
## Tyron Smith 95.176172 96.377680
## Jeff Adams 36.158031 31.103159
## Chaz Green 28.239016 25.745274
## Mickey Baucus 15.777332 14.654482
## Joe Barksdale 60.105844 62.728370
## Tayo Fabuluje 10.727431 13.085657
## Ja'Wuan James 52.010022 50.365905
## Marcus Cannon 50.159370 49.279074
## Michael Schofield 38.183709 34.015407
## Don Barclay 50.689539 46.401890
## Lamar Holmes 41.197277 36.215876
## Tanner Hawkinson 35.656429 31.520829
## Rick Wagner 76.048832 75.049309
## Jason Fox 34.096001 34.993207
## Cameron Bradfield 39.236938 36.669418
## Jake Matthews 64.240216 61.663108
## Jake Rodgers 13.083995 12.686022
## Austin Pasztor 43.225837 42.070337
## Tyler Polumbus 42.822019 37.619328
## Jamon Meredith 40.367265 37.453043
## Sam Young 41.447503 38.287849
## Kevin Pamphile 50.009076 51.117777
## Chris Hairston 59.205787 61.809750
## Andrew Gardner 54.789273 55.636211
## Jeremy Vujnovich 14.166282 13.727419
## David Bakhtiari 64.597851 57.730047
## Alejandro Villanueva 14.717855 12.865172
## Jake Fisher 40.022669 37.841449
## Luke Joeckel 68.437391 69.658867
## Sebastian Vollmer 85.198265 85.091992
## Bryan Witzmann 32.784919 32.958472
## Chris Clark 57.979510 56.266057
## Garry Gilliam 33.315671 33.324534
## Nate Chandler 50.340175 49.935935
## Kelvin Beachum 80.287469 80.381315
## Jermon Bushrod 65.763922 57.659480
## Zach Strief 77.758438 77.252523
## Ulrick John 29.854707 28.469799
## Jordan Mills 43.949112 44.846847
## Austin Howard 54.438250 55.263232
## Kevin Graf 25.407503 26.970083
## Garrett Reynolds 51.373229 51.134391
## Seantrel Henderson 48.001881 45.481693
## Denzelle Good 7.652592 9.563455
## Corey Robinson 20.633980 24.061800
## Daryl Williams 33.461862 38.760452
## Greg Robinson 70.257561 71.471330
## Tom Compton 53.332989 54.470369
## Demar Dotson 65.562442 65.163165
## Donald Stephenson 54.232960 54.240358
## Darrion Weems 32.122273 32.366931
## Charles Leno 33.212671 30.764197
## Byron Bell 40.687893 41.128299
## Brandon Mosley 33.034795 36.296464
## Jason Weaver 23.743609 24.572447
## Mitchell Schwartz 50.703385 45.897124
## Rob Havenstein 35.116612 41.823534
## Justin Britt 50.216529 51.404370
## Derek Newton 80.960042 84.932675
## Phil Loadholt 73.381744 76.989633
## Tyrus Thompson 17.513094 18.619346
## Joe Reitz 52.687342 50.639112
## Josh Wells 44.541776 49.193335
## Bryce Harris 36.191328 35.538957
## Laurence Gibson 20.042604 18.168765
## Brennan Williams 25.521747 30.777403
## Eric Fisher 69.963827 70.402044
## Terry Poole 20.684018 19.507154
## Cornelius Lucas 34.648120 31.394014
## Nick Becton 19.841832 18.183695
## Donald Hawkins 18.671465 19.656840
## J'Marcus Webb 44.332240 42.230089
## Bryan Bulaga 77.529081 78.368090
## Bradley Sowell 47.703684 44.184241
## Anthony Castonzo 86.259540 86.544502
## Jermey Parnell 73.623987 76.846398
## Michael Oher 54.589875 49.214799
## Eugene Monroe 70.699116 65.509328
## Trent Williams 86.404652 85.371811
## Jonathan Martin 48.638998 47.996423
## Marcus Gilbert 68.973870 70.734867
## Derek Sherrod 35.710937 36.749752
## D'Brickashaw Ferguson 80.355956 76.576612
## Russell Okung 81.680017 81.378187
## Jared Veldheer 89.544229 89.928444
## Donald Penn 87.025460 85.969860
## Bobby Massie 60.543687 60.600628
## D.J. Humphries 40.618991 43.514641
## Jason Peters 95.744856 97.104395
## Ben Ijalana 25.787553 26.369887
## Fast Run Blocker High Awareness Pass Blocker
## Menelik Watson 35.44086 34.573630
## Michael Bowie 42.73673 38.665648
## Ty Sambrailo 31.78659 33.233535
## Steven Baker 23.62225 18.408009
## Marshall Newhouse 57.49814 53.065314
## Will Yeatman 34.04003 35.168017
## Andre Smith 68.95068 75.331028
## Cordy Glenn 80.67812 83.825384
## Marcel Jones 19.86832 28.576994
## Oday Aboushi 48.72221 51.231318
## Andrew Whitworth 91.47428 95.892353
## Will Beatty 78.79806 84.743017
## Erik Pears 36.14043 44.034904
## Michael Williams 29.12818 23.398690
## Reid Fragel 35.67752 27.449412
## Tavon Rooks 27.60747 26.485455
## LaAdrian Waddle 52.01912 65.442212
## Anthony Morris 12.96618 10.086087
## Terron Armstead 86.06817 78.525165
## Terren Jones 16.55345 17.615327
## T.J. Clemmings 45.16123 31.934870
## Andrew McDonald 34.65293 34.901022
## Ryan Clady 67.42262 79.967380
## Gosder Cherilus 62.69500 62.108617
## Branden Albert 84.95142 90.578615
## Mike Remmers 55.89806 60.192305
## Morgan Moses 39.86131 43.038272
## Ryan Seymour 39.99432 31.152023
## Ryan Miller 33.57564 29.270757
## Breno Giacomini 55.02040 58.553380
## Riley Reiff 82.01752 83.124862
## Martin Wallace 25.60397 23.310381
## Brandon Washington 41.54518 35.441211
## Brandon Scherff 69.32528 61.362013
## Cyrus Kouandjio 19.34745 19.447989
## King Dunlap 79.96215 82.789675
## Duane Brown 88.96160 92.734650
## Matthew McCants 27.95962 36.100145
## Jamon Brown 49.73467 37.060115
## Cedric Ogbuehi 57.45705 56.282883
## Donovan Smith 49.62994 36.321621
## D.J. Fluker 64.13638 60.773194
## Byron Stingily 47.14442 41.537776
## Ty Nsekhe 24.93191 25.741631
## Matt Kalil 68.06439 63.536623
## Jeremiah Poutasi 31.73746 23.825929
## David Foucault 25.03710 20.763257
## Cody Booth 21.97933 19.126148
## Nate Solder 82.96611 82.433220
## Justin Pugh 56.17662 59.648930
## Eric Winston 44.89384 46.905551
## Joe Thomas 95.61451 96.745205
## Taylor Lewan 85.73534 79.463173
## Lane Johnson 89.73210 82.376458
## Joe Staley 97.51736 97.475528
## Cameron Fleming 43.13847 37.564126
## Ian Silberman 28.95459 18.428284
## Ryan Harris 51.80067 66.355814
## Ereck Flowers 53.96066 51.068846
## Caylin Hauptmann 24.99957 25.194265
## Andrus Peat 58.07552 56.799582
## Mike Adams 39.98753 42.063785
## Mike Harris 20.76148 23.848339
## Ryan Schraeder 62.44413 66.404385
## Doug Free 81.44844 83.174123
## James Hurst 20.31188 24.593213
## Mitchell Van Dyk 34.30345 22.605454
## Tyron Smith 95.39375 95.433821
## Jeff Adams 35.11599 38.690894
## Chaz Green 28.69443 30.723036
## Mickey Baucus 16.38364 17.810001
## Joe Barksdale 57.40887 57.011783
## Tayo Fabuluje 12.72509 10.497293
## Ja'Wuan James 49.47569 53.197992
## Marcus Cannon 46.93087 51.035048
## Michael Schofield 41.91826 36.499930
## Don Barclay 50.19673 49.451100
## Lamar Holmes 35.36314 43.631445
## Tanner Hawkinson 39.41148 36.406695
## Rick Wagner 72.51585 81.459246
## Jason Fox 28.27036 34.722666
## Cameron Bradfield 44.61152 32.851128
## Jake Matthews 65.53576 63.748383
## Jake Rodgers 14.73990 14.228546
## Austin Pasztor 38.28113 42.294962
## Tyler Polumbus 38.44903 41.155575
## Jamon Meredith 42.08467 35.579664
## Sam Young 39.21249 39.880577
## Kevin Pamphile 57.42685 43.025120
## Chris Hairston 56.30956 59.653478
## Andrew Gardner 57.95477 46.819165
## Jeremy Vujnovich 22.72959 13.079052
## David Bakhtiari 60.04133 69.212146
## Alejandro Villanueva 20.07643 13.792549
## Jake Fisher 44.28955 43.331173
## Luke Joeckel 64.86751 69.182957
## Sebastian Vollmer 80.17700 88.420033
## Bryan Witzmann 37.74355 27.724490
## Chris Clark 51.64510 62.575877
## Garry Gilliam 38.71449 30.054793
## Nate Chandler 53.17429 44.905708
## Kelvin Beachum 75.73886 85.042670
## Jermon Bushrod 61.07716 68.890147
## Zach Strief 69.19239 82.274098
## Ulrick John 31.81627 31.629340
## Jordan Mills 42.58636 40.387418
## Austin Howard 47.99001 51.902409
## Kevin Graf 33.38783 21.765233
## Garrett Reynolds 48.43526 49.205612
## Seantrel Henderson 48.52432 47.345260
## Denzelle Good 11.96237 6.192611
## Corey Robinson 26.39338 20.992873
## Daryl Williams 38.20844 30.782974
## Greg Robinson 75.07973 63.283610
## Tom Compton 58.38316 46.390609
## Demar Dotson 54.89906 73.456677
## Donald Stephenson 57.52280 50.300794
## Darrion Weems 30.20799 33.979541
## Charles Leno 33.07219 34.086645
## Byron Bell 36.45236 36.374789
## Brandon Mosley 39.11631 30.018726
## Jason Weaver 23.14681 23.931357
## Mitchell Schwartz 42.21037 58.956474
## Rob Havenstein 38.28900 32.076410
## Justin Britt 50.38627 46.220542
## Derek Newton 82.92897 76.336172
## Phil Loadholt 67.34656 72.347679
## Tyrus Thompson 20.18855 19.855901
## Joe Reitz 48.96689 52.747221
## Josh Wells 48.80738 42.020435
## Bryce Harris 37.55806 34.058382
## Laurence Gibson 26.38613 19.026178
## Brennan Williams 28.32149 22.185629
## Eric Fisher 71.23516 68.786245
## Terry Poole 27.08509 21.836563
## Cornelius Lucas 33.34967 35.290819
## Nick Becton 22.08566 20.045440
## Donald Hawkins 18.39832 21.460334
## J'Marcus Webb 41.59051 44.715782
## Bryan Bulaga 72.46065 82.983092
## Bradley Sowell 44.52470 46.479447
## Anthony Castonzo 82.80783 89.509706
## Jermey Parnell 73.03543 73.917063
## Michael Oher 50.44458 54.345741
## Eugene Monroe 63.03694 75.680546
## Trent Williams 86.93177 86.021209
## Jonathan Martin 45.68319 47.088538
## Marcus Gilbert 63.36238 72.385493
## Derek Sherrod 34.82112 35.339819
## D'Brickashaw Ferguson 75.46902 82.671895
## Russell Okung 76.46575 84.482194
## Jared Veldheer 88.54670 90.752521
## Donald Penn 83.18218 89.285435
## Bobby Massie 59.38940 60.038041
## D.J. Humphries 46.61293 44.992139
## Jason Peters 94.78586 96.634005
## Ben Ijalana 28.60829 28.654387
## Fast Pass Blocker
## Menelik Watson 34.868997
## Michael Bowie 36.952025
## Ty Sambrailo 33.783490
## Steven Baker 26.391942
## Marshall Newhouse 55.435419
## Will Yeatman 39.504155
## Andre Smith 69.288097
## Cordy Glenn 82.457111
## Marcel Jones 23.320922
## Oday Aboushi 46.772305
## Andrew Whitworth 92.524471
## Will Beatty 81.396860
## Erik Pears 43.939760
## Michael Williams 29.399154
## Reid Fragel 31.964494
## Tavon Rooks 30.232218
## LaAdrian Waddle 59.413308
## Anthony Morris 13.620918
## Terron Armstead 84.537121
## Terren Jones 17.371017
## T.J. Clemmings 39.970657
## Andrew McDonald 37.712697
## Ryan Clady 73.745753
## Gosder Cherilus 60.634809
## Branden Albert 86.399514
## Mike Remmers 60.932771
## Morgan Moses 41.719165
## Ryan Seymour 36.663120
## Ryan Miller 31.697746
## Breno Giacomini 55.163367
## Riley Reiff 81.183422
## Martin Wallace 22.777165
## Brandon Washington 38.635425
## Brandon Scherff 64.434734
## Cyrus Kouandjio 16.064300
## King Dunlap 74.420109
## Duane Brown 90.201409
## Matthew McCants 31.640574
## Jamon Brown 43.248469
## Cedric Ogbuehi 59.205359
## Donovan Smith 44.240138
## D.J. Fluker 56.917192
## Byron Stingily 48.279383
## Ty Nsekhe 22.806266
## Matt Kalil 66.161380
## Jeremiah Poutasi 26.705859
## David Foucault 23.595496
## Cody Booth 21.291809
## Nate Solder 81.452473
## Justin Pugh 60.299805
## Eric Winston 48.346619
## Joe Thomas 96.065360
## Taylor Lewan 82.558203
## Lane Johnson 87.308540
## Joe Staley 96.839253
## Cameron Fleming 38.665542
## Ian Silberman 24.503219
## Ryan Harris 57.296354
## Ereck Flowers 50.226171
## Caylin Hauptmann 26.898143
## Andrus Peat 58.682068
## Mike Adams 38.672226
## Mike Harris 20.284828
## Ryan Schraeder 67.070836
## Doug Free 78.027518
## James Hurst 19.795197
## Mitchell Van Dyk 28.628056
## Tyron Smith 94.505595
## Jeff Adams 41.904411
## Chaz Green 33.497554
## Mickey Baucus 19.606122
## Joe Barksdale 51.575455
## Tayo Fabuluje 10.840978
## Ja'Wuan James 51.572526
## Marcus Cannon 47.945144
## Michael Schofield 44.667062
## Don Barclay 52.591295
## Lamar Holmes 40.834626
## Tanner Hawkinson 44.648119
## Rick Wagner 78.390194
## Jason Fox 27.132825
## Cameron Bradfield 41.404305
## Jake Matthews 67.431079
## Jake Rodgers 16.655425
## Austin Pasztor 37.507347
## Tyler Polumbus 40.531036
## Jamon Meredith 40.222381
## Sam Young 40.020923
## Kevin Pamphile 51.116808
## Chris Hairston 53.934775
## Andrew Gardner 50.186132
## Jeremy Vujnovich 23.559373
## David Bakhtiari 69.456208
## Alejandro Villanueva 22.100316
## Jake Fisher 50.237555
## Luke Joeckel 63.862061
## Sebastian Vollmer 83.194371
## Bryan Witzmann 33.294298
## Chris Clark 56.531767
## Garry Gilliam 36.350917
## Nate Chandler 48.801305
## Kelvin Beachum 80.132183
## Jermon Bushrod 70.000031
## Zach Strief 73.371656
## Ulrick John 35.201722
## Jordan Mills 38.209958
## Austin Howard 43.707936
## Kevin Graf 29.376313
## Garrett Reynolds 46.039824
## Seantrel Henderson 50.150257
## Denzelle Good 8.983216
## Corey Robinson 24.700002
## Daryl Williams 31.907596
## Greg Robinson 68.720715
## Tom Compton 51.708385
## Demar Dotson 61.784989
## Donald Stephenson 54.365547
## Darrion Weems 31.393087
## Charles Leno 36.054133
## Byron Bell 31.410762
## Brandon Mosley 34.297105
## Jason Weaver 22.530091
## Mitchell Schwartz 52.745299
## Rob Havenstein 30.387735
## Justin Britt 45.568144
## Derek Newton 75.093373
## Phil Loadholt 61.434396
## Tyrus Thompson 22.083222
## Joe Reitz 50.113506
## Josh Wells 43.156066
## Bryce Harris 36.283133
## Laurence Gibson 28.412248
## Brennan Williams 21.328147
## Eric Fisher 69.980388
## Terry Poole 30.881083
## Cornelius Lucas 36.578227
## Nick Becton 24.318673
## Donald Hawkins 20.115357
## J'Marcus Webb 43.258439
## Bryan Bulaga 76.822074
## Bradley Sowell 45.794276
## Anthony Castonzo 85.655376
## Jermey Parnell 70.264846
## Michael Oher 54.067326
## Eugene Monroe 71.391537
## Trent Williams 87.499907
## Jonathan Martin 44.225266
## Marcus Gilbert 64.281446
## Derek Sherrod 33.443058
## D'Brickashaw Ferguson 80.343657
## Russell Okung 78.968127
## Jared Veldheer 89.283369
## Donald Penn 86.058804
## Bobby Massie 58.643425
## D.J. Humphries 49.435923
## Jason Peters 94.074529
## Ben Ijalana 31.487581
## Extreme Run Blocker Moderate Run Blocker
## Menelik Watson 31.632223 31.528864
## Michael Bowie 56.344460 53.014468
## Ty Sambrailo 31.861399 32.661422
## Steven Baker 9.972775 10.968700
## Marshall Newhouse 53.786762 53.950701
## Will Yeatman 21.768305 24.085386
## Andre Smith 78.304758 78.387434
## Cordy Glenn 80.809734 81.868366
## Marcel Jones 21.196464 23.395885
## Oday Aboushi 60.825569 59.136594
## Andrew Whitworth 96.471486 96.833940
## Will Beatty 81.672666 82.815173
## Erik Pears 19.438497 23.457485
## Michael Williams 20.991183 20.986677
## Reid Fragel 29.674017 27.655684
## Tavon Rooks 21.697298 22.514793
## LaAdrian Waddle 52.271222 56.079990
## Anthony Morris 9.058604 9.038352
## Terron Armstead 82.662657 81.404915
## Terren Jones 15.562691 16.038876
## T.J. Clemmings 45.583102 40.796726
## Andrew McDonald 25.475353 26.930032
## Ryan Clady 64.065138 68.233449
## Gosder Cherilus 61.329736 61.587075
## Branden Albert 91.172264 91.697649
## Mike Remmers 50.308959 52.894096
## Morgan Moses 40.621913 40.869284
## Ryan Seymour 33.145647 31.506736
## Ryan Miller 29.101158 27.835066
## Breno Giacomini 58.206611 58.976985
## Riley Reiff 87.340317 86.399842
## Martin Wallace 32.245589 30.503797
## Brandon Washington 40.051030 38.349211
## Brandon Scherff 75.842906 72.425044
## Cyrus Kouandjio 34.969600 30.932690
## King Dunlap 94.842141 93.723905
## Duane Brown 91.674327 92.242073
## Matthew McCants 26.748287 28.423541
## Jamon Brown 50.453830 47.245990
## Cedric Ogbuehi 53.216157 53.300671
## Donovan Smith 50.592715 47.403910
## D.J. Fluker 76.507523 73.236310
## Byron Stingily 34.904942 36.170101
## Ty Nsekhe 32.034225 31.122458
## Matt Kalil 59.063583 59.006627
## Jeremiah Poutasi 37.483144 34.566877
## David Foucault 22.634651 22.135921
## Cody Booth 20.196504 19.407511
## Nate Solder 85.139800 84.341959
## Justin Pugh 46.552084 48.610997
## Eric Winston 28.397191 31.215490
## Joe Thomas 96.190469 96.349254
## Taylor Lewan 87.657851 85.711044
## Lane Johnson 89.903464 88.052298
## Joe Staley 99.058102 98.864803
## Cameron Fleming 48.159174 45.606820
## Ian Silberman 28.111408 25.158095
## Ryan Harris 56.460330 59.836834
## Ereck Flowers 62.834667 59.580498
## Caylin Hauptmann 19.064322 20.138838
## Andrus Peat 60.159042 60.254754
## Mike Adams 41.550827 40.982368
## Mike Harris 24.609687 24.366630
## Ryan Schraeder 58.085711 60.720328
## Doug Free 92.630558 91.534934
## James Hurst 26.907678 26.980412
## Mitchell Van Dyk 35.632430 31.652792
## Tyron Smith 98.395902 98.071308
## Jeff Adams 21.438209 24.444015
## Chaz Green 19.534530 21.394444
## Mickey Baucus 10.708105 11.868514
## Joe Barksdale 72.650852 70.241103
## Tayo Fabuluje 18.361336 16.759933
## Ja'Wuan James 48.276560 49.610427
## Marcus Cannon 49.340756 50.823606
## Michael Schofield 26.107832 27.671850
## Don Barclay 39.342519 41.292021
## Lamar Holmes 28.615513 32.343359
## Tanner Hawkinson 20.836810 22.962415
## Rick Wagner 70.942629 74.016461
## Jason Fox 39.002730 38.093140
## Cameron Bradfield 32.737938 31.915268
## Jake Matthews 53.972948 55.125821
## Jake Rodgers 10.076499 10.642309
## Austin Pasztor 46.248632 46.329397
## Tyler Polumbus 31.127996 33.571052
## Jamon Meredith 34.011174 34.241630
## Sam Young 35.567334 36.934571
## Kevin Pamphile 56.903695 53.658390
## Chris Hairston 70.435502 69.340536
## Andrew Gardner 62.571076 59.272826
## Jeremy Vujnovich 7.682677 7.836138
## David Bakhtiari 43.125553 49.520148
## Alejandro Villanueva 7.777901 8.312054
## Jake Fisher 29.321906 31.447620
## Luke Joeckel 71.048691 70.050561
## Sebastian Vollmer 84.958628 86.367068
## Bryan Witzmann 36.254223 34.095094
## Chris Clark 56.037417 59.363118
## Garry Gilliam 35.168403 33.770655
## Nate Chandler 51.780213 49.725552
## Kelvin Beachum 82.309667 84.106593
## Jermon Bushrod 36.520754 42.738733
## Zach Strief 78.461965 80.630867
## Ulrick John 24.067479 25.281071
## Jordan Mills 49.367889 46.978860
## Austin Howard 62.189280 60.708062
## Kevin Graf 26.845600 24.557944
## Garrett Reynolds 53.951896 53.173235
## Seantrel Henderson 43.173249 44.742339
## Denzelle Good 12.056097 10.169686
## Corey Robinson 25.951068 24.341976
## Daryl Williams 48.843499 44.456909
## Greg Robinson 73.024474 69.842633
## Tom Compton 55.783953 52.369756
## Demar Dotson 64.814406 68.184047
## Donald Stephenson 53.125838 51.261679
## Darrion Weems 32.053200 32.882261
## Charles Leno 25.247784 26.663264
## Byron Bell 46.509931 44.699571
## Brandon Mosley 35.477514 32.352522
## Jason Weaver 24.889352 24.683761
## Mitchell Schwartz 33.422969 39.035429
## Rob Havenstein 59.750059 54.064284
## Justin Britt 56.392018 54.034988
## Derek Newton 94.586303 92.735101
## Phil Loadholt 85.454609 83.536712
## Tyrus Thompson 17.459647 18.253192
## Joe Reitz 49.554824 51.067495
## Josh Wells 59.703209 55.933572
## Bryce Harris 34.949745 34.415571
## Laurence Gibson 12.834719 13.410997
## Brennan Williams 44.601115 39.703049
## Eric Fisher 70.189564 69.055616
## Terry Poole 11.841926 12.748820
## Cornelius Lucas 28.052524 29.955542
## Nick Becton 13.792031 14.538577
## Donald Hawkins 20.362969 20.964717
## J'Marcus Webb 36.834016 38.396775
## Bryan Bulaga 79.045608 80.592808
## Bradley Sowell 41.503628 42.827536
## Anthony Castonzo 87.547896 88.631067
## Jermey Parnell 85.316131 83.964812
## Michael Oher 35.457445 38.654380
## Eugene Monroe 52.581084 58.335190
## Trent Williams 84.763570 85.614985
## Jonathan Martin 48.255424 47.648366
## Marcus Gilbert 74.051297 74.307478
## Derek Sherrod 37.574745 36.479264
## D'Brickashaw Ferguson 68.565995 72.258241
## Russell Okung 81.814732 82.970541
## Jared Veldheer 90.194202 90.626151
## Donald Penn 84.861273 86.790171
## Bobby Massie 63.174050 62.766055
## D.J. Humphries 38.427063 38.366727
## Jason Peters 98.876108 98.702225
## Ben Ijalana 22.117151 23.003723
## Balanced Tackle Extreme Pass Blocker
## Menelik Watson 31.412473 31.139081
## Michael Bowie 49.234729 40.419842
## Ty Sambrailo 33.573311 35.758732
## Steven Baker 12.175296 15.376416
## Marshall Newhouse 54.135506 54.570393
## Will Yeatman 26.851758 33.938037
## Andre Smith 78.480454 78.698612
## Cordy Glenn 83.017444 85.534757
## Marcel Jones 26.021063 32.750815
## Oday Aboushi 57.211404 52.617020
## Andrew Whitworth 97.205217 97.938411
## Will Beatty 84.047814 86.716645
## Erik Pears 28.493417 42.006065
## Michael Williams 20.981595 20.969631
## Reid Fragel 25.463356 20.682430
## Tavon Rooks 23.457328 25.760978
## LaAdrian Waddle 60.307091 69.720693
## Anthony Morris 9.015552 8.962024
## Terron Armstead 79.920431 76.154668
## Terren Jones 16.587207 17.925885
## T.J. Clemmings 35.562463 24.390888
## Andrew McDonald 28.619086 32.783973
## Ryan Clady 72.669372 81.746216
## Gosder Cherilus 61.876681 62.556107
## Branden Albert 92.261549 93.474251
## Mike Remmers 55.794424 62.477380
## Morgan Moses 41.148699 41.808521
## Ryan Seymour 29.701287 25.647804
## Ryan Miller 26.440212 23.301670
## Breno Giacomini 59.841638 61.858405
## Riley Reiff 85.283099 82.416241
## Martin Wallace 28.591297 24.326470
## Brandon Washington 36.456722 32.134882
## Brandon Scherff 68.305587 57.745907
## Cyrus Kouandjio 26.643247 17.875852
## King Dunlap 92.245494 87.742039
## Duane Brown 92.846540 94.126980
## Matthew McCants 30.370986 35.175488
## Jamon Brown 43.650651 35.436872
## Cedric Ogbuehi 53.395966 53.620324
## Donovan Smith 43.828559 35.653099
## D.J. Fluker 69.290414 59.141628
## Byron Stingily 37.615204 41.084620
## Ty Nsekhe 30.107940 27.779595
## Matt Kalil 58.942372 58.790943
## Jeremiah Poutasi 31.385311 24.446286
## David Foucault 21.581082 20.306652
## Cody Booth 18.540596 16.595736
## Nate Solder 83.408947 81.072742
## Justin Pugh 50.937150 56.389039
## Eric Winston 34.530451 42.778912
## Joe Thomas 96.521788 96.901790
## Taylor Lewan 83.278341 76.562510
## Lane Johnson 85.691453 78.959780
## Joe Staley 98.606282 97.790135
## Cameron Fleming 42.750478 36.196455
## Ian Silberman 22.035085 15.624151
## Ryan Harris 63.557298 71.780632
## Ereck Flowers 55.830458 46.850534
## Caylin Hauptmann 21.393215 24.520842
## Andrus Peat 60.362620 60.616351
## Mike Adams 40.343547 38.849441
## Mike Harris 24.094081 23.458783
## Ryan Schraeder 63.633140 70.165038
## Doug Free 90.157643 86.281794
## James Hurst 27.062557 27.256515
## Mitchell Van Dyk 27.408566 18.663638
## Tyron Smith 97.639872 96.295937
## Jeff Adams 28.089114 37.574888
## Chaz Green 23.610836 29.296163
## Mickey Baucus 13.280618 17.049266
## Joe Barksdale 67.412912 60.369429
## Tayo Fabuluje 15.065358 11.538990
## Ja'Wuan James 51.115170 54.649033
## Marcus Cannon 52.494454 56.407119
## Michael Schofield 29.489040 33.971665
## Don Barclay 43.516429 48.824442
## Lamar Holmes 36.769175 47.806561
## Tanner Hawkinson 25.498875 32.003417
## Rick Wagner 77.270050 83.952612
## Jason Fox 37.075191 34.714317
## Cameron Bradfield 30.998073 28.884844
## Jake Matthews 56.420776 59.441171
## Jake Rodgers 11.307532 12.990086
## Austin Pasztor 46.420499 46.635134
## Tyler Polumbus 36.411552 43.376640
## Jamon Meredith 34.502236 35.118903
## Sam Young 38.496491 42.245308
## Kevin Pamphile 49.970098 41.340557
## Chris Hairston 68.084659 65.045749
## Andrew Gardner 55.473820 46.388998
## Jeremy Vujnovich 8.011983 8.437893
## David Bakhtiari 56.738177 72.499430
## Alejandro Villanueva 8.947037 10.583814
## Jake Fisher 33.920639 40.008341
## Luke Joeckel 68.906558 66.140578
## Sebastian Vollmer 87.843936 90.868411
## Bryan Witzmann 31.721434 26.432077
## Chris Clark 63.033147 71.172833
## Garry Gilliam 32.220834 28.694278
## Nate Chandler 47.409516 42.003057
## Kelvin Beachum 85.984353 89.792915
## Jermon Bushrod 49.966273 66.575835
## Zach Strief 82.910365 87.570393
## Ulrick John 26.687430 30.148528
## Jordan Mills 44.298008 38.107191
## Austin Howard 59.018890 54.979361
## Kevin Graf 22.109119 16.927447
## Garrett Reynolds 52.293638 50.218381
## Seantrel Henderson 46.521716 50.733655
## Denzelle Good 8.311146 4.953269
## Corey Robinson 22.593978 18.770349
## Daryl Williams 39.592750 28.871587
## Greg Robinson 66.064991 56.569776
## Tom Compton 48.499621 39.504403
## Demar Dotson 71.810194 79.474589
## Donald Stephenson 49.156229 44.217222
## Darrion Weems 33.827444 36.093256
## Charles Leno 28.306363 32.357072
## Byron Bell 42.671259 37.979144
## Brandon Mosley 28.972810 21.739559
## Jason Weaver 24.452997 23.914129
## Mitchell Schwartz 45.645084 61.358840
## Rob Havenstein 47.556756 32.781194
## Justin Britt 51.360098 45.057602
## Derek Newton 90.105096 81.328271
## Phil Loadholt 81.185830 74.884105
## Tyrus Thompson 19.174698 21.454859
## Joe Reitz 52.771491 56.759223
## Josh Wells 51.618564 41.471550
## Bryce Harris 33.816858 32.423077
## Laurence Gibson 14.081946 15.750852
## Brennan Williams 34.371499 23.112665
## Eric Fisher 67.754703 64.606011
## Terry Poole 13.828250 16.610869
## Cornelius Lucas 32.169189 37.627160
## Nick Becton 15.412563 17.605532
## Donald Hawkins 21.655743 23.334295
## J'Marcus Webb 40.182003 44.461812
## Bryan Bulaga 82.251638 85.792415
## Bradley Sowell 44.330273 47.898007
## Anthony Castonzo 89.770043 92.120259
## Jermey Parnell 82.346323 78.143387
## Michael Oher 42.353414 51.276684
## Eugene Monroe 64.610621 77.694294
## Trent Williams 86.535968 88.542593
## Jonathan Martin 46.964405 45.357448
## Marcus Gilbert 74.594805 75.264790
## Derek Sherrod 35.256965 32.439586
## D'Brickashaw Ferguson 76.150115 84.017946
## Russell Okung 84.216228 86.907820
## Jared Veldheer 91.096250 92.133746
## Donald Penn 88.753906 92.535388
## Bobby Massie 62.304206 61.209601
## D.J. Humphries 38.298716 38.138681
## Jason Peters 98.478666 97.818151
## Ben Ijalana 24.027003 26.531966
## Moderate Pass Blocker V6
## Menelik Watson 31.281072 73
## Michael Bowie 44.970402 73
## Ty Sambrailo 34.616290 66
## Steven Baker 13.648719 63
## Marshall Newhouse 54.344387 71
## Will Yeatman 30.161588 66
## Andre Smith 78.585366 85
## Cordy Glenn 84.259308 86
## Marcel Jones 29.162751 70
## Oday Aboushi 55.013639 75
## Andrew Whitworth 97.580651 95
## Will Beatty 85.370253 85
## Erik Pears 34.743209 72
## Michael Williams 20.975850 66
## Reid Fragel 23.098408 71
## Tavon Rooks 24.548999 63
## LaAdrian Waddle 64.943063 79
## Anthony Morris 8.989820 56
## Terron Armstead 78.158690 81
## Terren Jones 17.221720 64
## T.J. Clemmings 29.959639 71
## Andrew McDonald 30.587721 70
## Ryan Clady 77.285469 83
## Gosder Cherilus 62.203388 80
## Branden Albert 92.863650 90
## Mike Remmers 59.036472 77
## Morgan Moses 41.465220 70
## Ryan Seymour 27.718599 62
## Ryan Miller 24.906848 63
## Breno Giacomini 60.813650 78
## Riley Reiff 83.948072 82
## Martin Wallace 26.499754 59
## Brandon Washington 34.355880 72
## Brandon Scherff 63.359917 80
## Cyrus Kouandjio 22.184073 67
## King Dunlap 90.270740 83
## Duane Brown 93.485824 90
## Matthew McCants 32.642177 67
## Jamon Brown 39.648625 65
## Cedric Ogbuehi 53.503708 73
## Donovan Smith 39.846667 67
## D.J. Fluker 64.544750 81
## Byron Stingily 39.270498 74
## Ty Nsekhe 28.978974 69
## Matt Kalil 58.869678 73
## Jeremiah Poutasi 27.948216 68
## David Foucault 20.963453 67
## Cody Booth 17.589705 66
## Nate Solder 82.311436 82
## Justin Pugh 53.563466 79
## Eric Winston 38.426332 75
## Joe Thomas 96.708775 95
## Taylor Lewan 80.223847 81
## Lane Johnson 82.664273 88
## Joe Staley 98.254233 94
## Cameron Fleming 39.566287 72
## Ian Silberman 18.786922 64
## Ryan Harris 67.614190 76
## Ereck Flowers 51.527562 73
## Caylin Hauptmann 22.865119 67
## Andrus Peat 60.484507 75
## Mike Adams 39.624228 66
## Mike Harris 23.787873 67
## Ryan Schraeder 66.833893 80
## Doug Free 88.410202 87
## James Hurst 27.155602 59
## Mitchell Van Dyk 22.974679 67
## Tyron Smith 97.056948 93
## Jeff Adams 32.503729 67
## Chaz Green 26.262638 68
## Mickey Baucus 15.012068 61
## Joe Barksdale 64.090182 80
## Tayo Fabuluje 13.291312 61
## Ja'Wuan James 52.814810 76
## Marcus Cannon 54.378531 72
## Michael Schofield 31.607850 69
## Don Barclay 46.056523 75
## Lamar Holmes 41.991752 70
## Tanner Hawkinson 28.534609 70
## Rick Wagner 80.655903 86
## Jason Fox 35.934868 73
## Cameron Bradfield 29.974940 72
## Jake Matthews 57.876873 75
## Jake Rodgers 12.094957 62
## Austin Pasztor 46.523546 74
## Tyler Polumbus 39.715390 73
## Jamon Meredith 34.797835 66
## Sam Young 40.285448 65
## Kevin Pamphile 45.801102 75
## Chris Hairston 66.639068 74
## Andrew Gardner 51.118100 67
## Jeremy Vujnovich 8.214416 60
## David Bakhtiari 64.625767 79
## Alejandro Villanueva 9.707802 63
## Jake Fisher 36.802663 72
## Luke Joeckel 67.590521 76
## Sebastian Vollmer 89.374172 91
## Bryan Witzmann 29.125387 68
## Chris Clark 67.043279 79
## Garry Gilliam 30.504830 69
## Nate Chandler 44.801310 76
## Kelvin Beachum 87.919148 87
## Jermon Bushrod 58.128448 79
## Zach Strief 85.272041 85
## Ulrick John 28.324098 65
## Jordan Mills 41.298107 74
## Austin Howard 57.088453 78
## Kevin Graf 19.516066 67
## Garrett Reynolds 51.297608 77
## Seantrel Henderson 48.542177 76
## Denzelle Good 6.530943 58
## Corey Robinson 20.705634 63
## Daryl Williams 34.284752 70
## Greg Robinson 61.591529 74
## Tom Compton 44.141900 76
## Demar Dotson 75.654441 80
## Donald Stephenson 46.778386 77
## Darrion Weems 34.908705 66
## Charles Leno 30.221086 65
## Byron Bell 40.400915 73
## Brandon Mosley 25.363351 70
## Jason Weaver 24.193440 68
## Mitchell Schwartz 53.257948 77
## Rob Havenstein 40.284462 70
## Justin Britt 48.328401 76
## Derek Newton 86.361293 87
## Phil Loadholt 78.290734 85
## Tyrus Thompson 20.250450 64
## Joe Reitz 54.692224 71
## Josh Wells 46.718592 73
## Bryce Harris 33.144699 71
## Laurence Gibson 14.867712 60
## Brennan Williams 28.700985 60
## Eric Fisher 66.256977 75
## Terry Poole 15.122077 63
## Cornelius Lucas 34.750690 65
## Nick Becton 16.441970 65
## Donald Hawkins 22.452853 64
## J'Marcus Webb 42.225637 70
## Bryan Bulaga 84.016135 87
## Bradley Sowell 46.039432 74
## Anthony Castonzo 90.955382 89
## Jermey Parnell 80.396016 84
## Michael Oher 46.617540 72
## Eugene Monroe 71.249567 82
## Trent Williams 87.527731 87
## Jonathan Martin 46.192025 67
## Marcus Gilbert 74.917690 84
## Derek Sherrod 33.892885 73
## D'Brickashaw Ferguson 80.165084 84
## Russell Okung 85.550966 85
## Jared Veldheer 91.606467 90
## Donald Penn 90.712506 89
## Bobby Massie 61.779792 79
## D.J. Humphries 38.221848 74
## Jason Peters 98.186737 96
## Ben Ijalana 25.213457 66
## High Awareness Run Blocker Power Run Blocker
## Menelik Watson 36.189325 34.889076
## Michael Bowie 42.114956 45.215205
## Ty Sambrailo 31.463281 31.199687
## Steven Baker 19.521222 16.415746
## Marshall Newhouse 57.556121 54.934712
## Will Yeatman 33.528515 29.387905
## Andre Smith 72.356716 74.671821
## Cordy Glenn 81.915184 81.825565
## Marcel Jones 24.211126 23.635177
## Oday Aboushi 50.926734 53.087586
## Andrew Whitworth 94.519160 94.787976
## Will Beatty 82.054809 81.728690
## Erik Pears 41.418396 34.197553
## Michael Williams 25.004998 23.723949
## Reid Fragel 30.873493 32.094694
## Tavon Rooks 24.882626 24.362506
## LaAdrian Waddle 57.810374 56.823886
## Anthony Morris 9.640831 10.155149
## Terron Armstead 81.178308 81.539148
## Terren Jones 16.517614 16.793142
## T.J. Clemmings 33.526463 39.875603
## Andrew McDonald 34.001398 31.676472
## Ryan Clady 75.794478 72.268736
## Gosder Cherilus 66.498459 63.145462
## Branden Albert 88.394257 88.904141
## Mike Remmers 56.794679 54.507070
## Morgan Moses 39.069171 41.503907
## Ryan Seymour 35.703192 35.153599
## Ryan Miller 30.497262 31.884344
## Breno Giacomini 59.448542 57.356702
## Riley Reiff 82.023674 84.156728
## Martin Wallace 24.820446 26.645821
## Brandon Washington 38.127920 39.141763
## Brandon Scherff 63.610256 68.157158
## Cyrus Kouandjio 18.309793 24.185828
## King Dunlap 83.359199 87.103517
## Duane Brown 91.382354 91.276543
## Matthew McCants 31.969650 31.193593
## Jamon Brown 43.227837 45.045877
## Cedric Ogbuehi 54.395253 55.084794
## Donovan Smith 40.268794 43.861944
## D.J. Fluker 64.832952 68.294517
## Byron Stingily 44.118474 40.551546
## Ty Nsekhe 26.974418 27.795924
## Matt Kalil 68.581928 65.091199
## Jeremiah Poutasi 27.094221 29.988629
## David Foucault 22.922368 22.496246
## Cody Booth 19.252840 20.427993
## Nate Solder 83.728748 83.825388
## Justin Pugh 57.451311 54.810559
## Eric Winston 49.513107 41.628701
## Joe Thomas 96.167603 96.256160
## Taylor Lewan 81.699616 84.156518
## Lane Johnson 84.533203 86.819273
## Joe Staley 97.699200 98.064531
## Cameron Fleming 40.812068 42.850401
## Ian Silberman 21.513155 24.028684
## Ryan Harris 61.485545 58.874175
## Ereck Flowers 49.492964 56.537467
## Caylin Hauptmann 24.948757 23.098557
## Andrus Peat 55.217889 56.873665
## Mike Adams 43.424097 42.743510
## Mike Harris 23.738135 23.821886
## Ryan Schraeder 62.990871 61.254598
## Doug Free 84.057899 85.931470
## James Hurst 25.041639 24.183862
## Mitchell Van Dyk 27.074029 29.497269
## Tyron Smith 95.176172 96.377680
## Jeff Adams 36.158031 31.103159
## Chaz Green 28.239016 25.745274
## Mickey Baucus 15.777332 14.654482
## Joe Barksdale 60.105844 62.728370
## Tayo Fabuluje 10.727431 13.085657
## Ja'Wuan James 52.010022 50.365905
## Marcus Cannon 50.159370 49.279074
## Michael Schofield 38.183709 34.015407
## Don Barclay 50.689539 46.401890
## Lamar Holmes 41.197277 36.215876
## Tanner Hawkinson 35.656429 31.520829
## Rick Wagner 76.048832 75.049309
## Jason Fox 34.096001 34.993207
## Cameron Bradfield 39.236938 36.669418
## Jake Matthews 64.240216 61.663108
## Jake Rodgers 13.083995 12.686022
## Austin Pasztor 43.225837 42.070337
## Tyler Polumbus 42.822019 37.619328
## Jamon Meredith 40.367265 37.453043
## Sam Young 41.447503 38.287849
## Kevin Pamphile 50.009076 51.117777
## Chris Hairston 59.205787 61.809750
## Andrew Gardner 54.789273 55.636211
## Jeremy Vujnovich 14.166282 13.727419
## David Bakhtiari 64.597851 57.730047
## Alejandro Villanueva 14.717855 12.865172
## Jake Fisher 40.022669 37.841449
## Luke Joeckel 68.437391 69.658867
## Sebastian Vollmer 85.198265 85.091992
## Bryan Witzmann 32.784919 32.958472
## Chris Clark 57.979510 56.266057
## Garry Gilliam 33.315671 33.324534
## Nate Chandler 50.340175 49.935935
## Kelvin Beachum 80.287469 80.381315
## Jermon Bushrod 65.763922 57.659480
## Zach Strief 77.758438 77.252523
## Ulrick John 29.854707 28.469799
## Jordan Mills 43.949112 44.846847
## Austin Howard 54.438250 55.263232
## Kevin Graf 25.407503 26.970083
## Garrett Reynolds 51.373229 51.134391
## Seantrel Henderson 48.001881 45.481693
## Denzelle Good 7.652592 9.563455
## Corey Robinson 20.633980 24.061800
## Daryl Williams 33.461862 38.760452
## Greg Robinson 70.257561 71.471330
## Tom Compton 53.332989 54.470369
## Demar Dotson 65.562442 65.163165
## Donald Stephenson 54.232960 54.240358
## Darrion Weems 32.122273 32.366931
## Charles Leno 33.212671 30.764197
## Byron Bell 40.687893 41.128299
## Brandon Mosley 33.034795 36.296464
## Jason Weaver 23.743609 24.572447
## Mitchell Schwartz 50.703385 45.897124
## Rob Havenstein 35.116612 41.823534
## Justin Britt 50.216529 51.404370
## Derek Newton 80.960042 84.932675
## Phil Loadholt 73.381744 76.989633
## Tyrus Thompson 17.513094 18.619346
## Joe Reitz 52.687342 50.639112
## Josh Wells 44.541776 49.193335
## Bryce Harris 36.191328 35.538957
## Laurence Gibson 20.042604 18.168765
## Brennan Williams 25.521747 30.777403
## Eric Fisher 69.963827 70.402044
## Terry Poole 20.684018 19.507154
## Cornelius Lucas 34.648120 31.394014
## Nick Becton 19.841832 18.183695
## Donald Hawkins 18.671465 19.656840
## J'Marcus Webb 44.332240 42.230089
## Bryan Bulaga 77.529081 78.368090
## Bradley Sowell 47.703684 44.184241
## Anthony Castonzo 86.259540 86.544502
## Jermey Parnell 73.623987 76.846398
## Michael Oher 54.589875 49.214799
## Eugene Monroe 70.699116 65.509328
## Trent Williams 86.404652 85.371811
## Jonathan Martin 48.638998 47.996423
## Marcus Gilbert 68.973870 70.734867
## Derek Sherrod 35.710937 36.749752
## D'Brickashaw Ferguson 80.355956 76.576612
## Russell Okung 81.680017 81.378187
## Jared Veldheer 89.544229 89.928444
## Donald Penn 87.025460 85.969860
## Bobby Massie 60.543687 60.600628
## D.J. Humphries 40.618991 43.514641
## Jason Peters 95.744856 97.104395
## Ben Ijalana 25.787553 26.369887
## Fast Run Blocker High Awareness Pass Blocker
## Menelik Watson 35.44086 34.573630
## Michael Bowie 42.73673 38.665648
## Ty Sambrailo 31.78659 33.233535
## Steven Baker 23.62225 18.408009
## Marshall Newhouse 57.49814 53.065314
## Will Yeatman 34.04003 35.168017
## Andre Smith 68.95068 75.331028
## Cordy Glenn 80.67812 83.825384
## Marcel Jones 19.86832 28.576994
## Oday Aboushi 48.72221 51.231318
## Andrew Whitworth 91.47428 95.892353
## Will Beatty 78.79806 84.743017
## Erik Pears 36.14043 44.034904
## Michael Williams 29.12818 23.398690
## Reid Fragel 35.67752 27.449412
## Tavon Rooks 27.60747 26.485455
## LaAdrian Waddle 52.01912 65.442212
## Anthony Morris 12.96618 10.086087
## Terron Armstead 86.06817 78.525165
## Terren Jones 16.55345 17.615327
## T.J. Clemmings 45.16123 31.934870
## Andrew McDonald 34.65293 34.901022
## Ryan Clady 67.42262 79.967380
## Gosder Cherilus 62.69500 62.108617
## Branden Albert 84.95142 90.578615
## Mike Remmers 55.89806 60.192305
## Morgan Moses 39.86131 43.038272
## Ryan Seymour 39.99432 31.152023
## Ryan Miller 33.57564 29.270757
## Breno Giacomini 55.02040 58.553380
## Riley Reiff 82.01752 83.124862
## Martin Wallace 25.60397 23.310381
## Brandon Washington 41.54518 35.441211
## Brandon Scherff 69.32528 61.362013
## Cyrus Kouandjio 19.34745 19.447989
## King Dunlap 79.96215 82.789675
## Duane Brown 88.96160 92.734650
## Matthew McCants 27.95962 36.100145
## Jamon Brown 49.73467 37.060115
## Cedric Ogbuehi 57.45705 56.282883
## Donovan Smith 49.62994 36.321621
## D.J. Fluker 64.13638 60.773194
## Byron Stingily 47.14442 41.537776
## Ty Nsekhe 24.93191 25.741631
## Matt Kalil 68.06439 63.536623
## Jeremiah Poutasi 31.73746 23.825929
## David Foucault 25.03710 20.763257
## Cody Booth 21.97933 19.126148
## Nate Solder 82.96611 82.433220
## Justin Pugh 56.17662 59.648930
## Eric Winston 44.89384 46.905551
## Joe Thomas 95.61451 96.745205
## Taylor Lewan 85.73534 79.463173
## Lane Johnson 89.73210 82.376458
## Joe Staley 97.51736 97.475528
## Cameron Fleming 43.13847 37.564126
## Ian Silberman 28.95459 18.428284
## Ryan Harris 51.80067 66.355814
## Ereck Flowers 53.96066 51.068846
## Caylin Hauptmann 24.99957 25.194265
## Andrus Peat 58.07552 56.799582
## Mike Adams 39.98753 42.063785
## Mike Harris 20.76148 23.848339
## Ryan Schraeder 62.44413 66.404385
## Doug Free 81.44844 83.174123
## James Hurst 20.31188 24.593213
## Mitchell Van Dyk 34.30345 22.605454
## Tyron Smith 95.39375 95.433821
## Jeff Adams 35.11599 38.690894
## Chaz Green 28.69443 30.723036
## Mickey Baucus 16.38364 17.810001
## Joe Barksdale 57.40887 57.011783
## Tayo Fabuluje 12.72509 10.497293
## Ja'Wuan James 49.47569 53.197992
## Marcus Cannon 46.93087 51.035048
## Michael Schofield 41.91826 36.499930
## Don Barclay 50.19673 49.451100
## Lamar Holmes 35.36314 43.631445
## Tanner Hawkinson 39.41148 36.406695
## Rick Wagner 72.51585 81.459246
## Jason Fox 28.27036 34.722666
## Cameron Bradfield 44.61152 32.851128
## Jake Matthews 65.53576 63.748383
## Jake Rodgers 14.73990 14.228546
## Austin Pasztor 38.28113 42.294962
## Tyler Polumbus 38.44903 41.155575
## Jamon Meredith 42.08467 35.579664
## Sam Young 39.21249 39.880577
## Kevin Pamphile 57.42685 43.025120
## Chris Hairston 56.30956 59.653478
## Andrew Gardner 57.95477 46.819165
## Jeremy Vujnovich 22.72959 13.079052
## David Bakhtiari 60.04133 69.212146
## Alejandro Villanueva 20.07643 13.792549
## Jake Fisher 44.28955 43.331173
## Luke Joeckel 64.86751 69.182957
## Sebastian Vollmer 80.17700 88.420033
## Bryan Witzmann 37.74355 27.724490
## Chris Clark 51.64510 62.575877
## Garry Gilliam 38.71449 30.054793
## Nate Chandler 53.17429 44.905708
## Kelvin Beachum 75.73886 85.042670
## Jermon Bushrod 61.07716 68.890147
## Zach Strief 69.19239 82.274098
## Ulrick John 31.81627 31.629340
## Jordan Mills 42.58636 40.387418
## Austin Howard 47.99001 51.902409
## Kevin Graf 33.38783 21.765233
## Garrett Reynolds 48.43526 49.205612
## Seantrel Henderson 48.52432 47.345260
## Denzelle Good 11.96237 6.192611
## Corey Robinson 26.39338 20.992873
## Daryl Williams 38.20844 30.782974
## Greg Robinson 75.07973 63.283610
## Tom Compton 58.38316 46.390609
## Demar Dotson 54.89906 73.456677
## Donald Stephenson 57.52280 50.300794
## Darrion Weems 30.20799 33.979541
## Charles Leno 33.07219 34.086645
## Byron Bell 36.45236 36.374789
## Brandon Mosley 39.11631 30.018726
## Jason Weaver 23.14681 23.931357
## Mitchell Schwartz 42.21037 58.956474
## Rob Havenstein 38.28900 32.076410
## Justin Britt 50.38627 46.220542
## Derek Newton 82.92897 76.336172
## Phil Loadholt 67.34656 72.347679
## Tyrus Thompson 20.18855 19.855901
## Joe Reitz 48.96689 52.747221
## Josh Wells 48.80738 42.020435
## Bryce Harris 37.55806 34.058382
## Laurence Gibson 26.38613 19.026178
## Brennan Williams 28.32149 22.185629
## Eric Fisher 71.23516 68.786245
## Terry Poole 27.08509 21.836563
## Cornelius Lucas 33.34967 35.290819
## Nick Becton 22.08566 20.045440
## Donald Hawkins 18.39832 21.460334
## J'Marcus Webb 41.59051 44.715782
## Bryan Bulaga 72.46065 82.983092
## Bradley Sowell 44.52470 46.479447
## Anthony Castonzo 82.80783 89.509706
## Jermey Parnell 73.03543 73.917063
## Michael Oher 50.44458 54.345741
## Eugene Monroe 63.03694 75.680546
## Trent Williams 86.93177 86.021209
## Jonathan Martin 45.68319 47.088538
## Marcus Gilbert 63.36238 72.385493
## Derek Sherrod 34.82112 35.339819
## D'Brickashaw Ferguson 75.46902 82.671895
## Russell Okung 76.46575 84.482194
## Jared Veldheer 88.54670 90.752521
## Donald Penn 83.18218 89.285435
## Bobby Massie 59.38940 60.038041
## D.J. Humphries 46.61293 44.992139
## Jason Peters 94.78586 96.634005
## Ben Ijalana 28.60829 28.654387
## Fast Pass Blocker V6
## Menelik Watson 34.868997 73
## Michael Bowie 36.952025 73
## Ty Sambrailo 33.783490 66
## Steven Baker 26.391942 63
## Marshall Newhouse 55.435419 71
## Will Yeatman 39.504155 66
## Andre Smith 69.288097 85
## Cordy Glenn 82.457111 86
## Marcel Jones 23.320922 70
## Oday Aboushi 46.772305 75
## Andrew Whitworth 92.524471 95
## Will Beatty 81.396860 85
## Erik Pears 43.939760 72
## Michael Williams 29.399154 66
## Reid Fragel 31.964494 71
## Tavon Rooks 30.232218 63
## LaAdrian Waddle 59.413308 79
## Anthony Morris 13.620918 56
## Terron Armstead 84.537121 81
## Terren Jones 17.371017 64
## T.J. Clemmings 39.970657 71
## Andrew McDonald 37.712697 70
## Ryan Clady 73.745753 83
## Gosder Cherilus 60.634809 80
## Branden Albert 86.399514 90
## Mike Remmers 60.932771 77
## Morgan Moses 41.719165 70
## Ryan Seymour 36.663120 62
## Ryan Miller 31.697746 63
## Breno Giacomini 55.163367 78
## Riley Reiff 81.183422 82
## Martin Wallace 22.777165 59
## Brandon Washington 38.635425 72
## Brandon Scherff 64.434734 80
## Cyrus Kouandjio 16.064300 67
## King Dunlap 74.420109 83
## Duane Brown 90.201409 90
## Matthew McCants 31.640574 67
## Jamon Brown 43.248469 65
## Cedric Ogbuehi 59.205359 73
## Donovan Smith 44.240138 67
## D.J. Fluker 56.917192 81
## Byron Stingily 48.279383 74
## Ty Nsekhe 22.806266 69
## Matt Kalil 66.161380 73
## Jeremiah Poutasi 26.705859 68
## David Foucault 23.595496 67
## Cody Booth 21.291809 66
## Nate Solder 81.452473 82
## Justin Pugh 60.299805 79
## Eric Winston 48.346619 75
## Joe Thomas 96.065360 95
## Taylor Lewan 82.558203 81
## Lane Johnson 87.308540 88
## Joe Staley 96.839253 94
## Cameron Fleming 38.665542 72
## Ian Silberman 24.503219 64
## Ryan Harris 57.296354 76
## Ereck Flowers 50.226171 73
## Caylin Hauptmann 26.898143 67
## Andrus Peat 58.682068 75
## Mike Adams 38.672226 66
## Mike Harris 20.284828 67
## Ryan Schraeder 67.070836 80
## Doug Free 78.027518 87
## James Hurst 19.795197 59
## Mitchell Van Dyk 28.628056 67
## Tyron Smith 94.505595 93
## Jeff Adams 41.904411 67
## Chaz Green 33.497554 68
## Mickey Baucus 19.606122 61
## Joe Barksdale 51.575455 80
## Tayo Fabuluje 10.840978 61
## Ja'Wuan James 51.572526 76
## Marcus Cannon 47.945144 72
## Michael Schofield 44.667062 69
## Don Barclay 52.591295 75
## Lamar Holmes 40.834626 70
## Tanner Hawkinson 44.648119 70
## Rick Wagner 78.390194 86
## Jason Fox 27.132825 73
## Cameron Bradfield 41.404305 72
## Jake Matthews 67.431079 75
## Jake Rodgers 16.655425 62
## Austin Pasztor 37.507347 74
## Tyler Polumbus 40.531036 73
## Jamon Meredith 40.222381 66
## Sam Young 40.020923 65
## Kevin Pamphile 51.116808 75
## Chris Hairston 53.934775 74
## Andrew Gardner 50.186132 67
## Jeremy Vujnovich 23.559373 60
## David Bakhtiari 69.456208 79
## Alejandro Villanueva 22.100316 63
## Jake Fisher 50.237555 72
## Luke Joeckel 63.862061 76
## Sebastian Vollmer 83.194371 91
## Bryan Witzmann 33.294298 68
## Chris Clark 56.531767 79
## Garry Gilliam 36.350917 69
## Nate Chandler 48.801305 76
## Kelvin Beachum 80.132183 87
## Jermon Bushrod 70.000031 79
## Zach Strief 73.371656 85
## Ulrick John 35.201722 65
## Jordan Mills 38.209958 74
## Austin Howard 43.707936 78
## Kevin Graf 29.376313 67
## Garrett Reynolds 46.039824 77
## Seantrel Henderson 50.150257 76
## Denzelle Good 8.983216 58
## Corey Robinson 24.700002 63
## Daryl Williams 31.907596 70
## Greg Robinson 68.720715 74
## Tom Compton 51.708385 76
## Demar Dotson 61.784989 80
## Donald Stephenson 54.365547 77
## Darrion Weems 31.393087 66
## Charles Leno 36.054133 65
## Byron Bell 31.410762 73
## Brandon Mosley 34.297105 70
## Jason Weaver 22.530091 68
## Mitchell Schwartz 52.745299 77
## Rob Havenstein 30.387735 70
## Justin Britt 45.568144 76
## Derek Newton 75.093373 87
## Phil Loadholt 61.434396 85
## Tyrus Thompson 22.083222 64
## Joe Reitz 50.113506 71
## Josh Wells 43.156066 73
## Bryce Harris 36.283133 71
## Laurence Gibson 28.412248 60
## Brennan Williams 21.328147 60
## Eric Fisher 69.980388 75
## Terry Poole 30.881083 63
## Cornelius Lucas 36.578227 65
## Nick Becton 24.318673 65
## Donald Hawkins 20.115357 64
## J'Marcus Webb 43.258439 70
## Bryan Bulaga 76.822074 87
## Bradley Sowell 45.794276 74
## Anthony Castonzo 85.655376 89
## Jermey Parnell 70.264846 84
## Michael Oher 54.067326 72
## Eugene Monroe 71.391537 82
## Trent Williams 87.499907 87
## Jonathan Martin 44.225266 67
## Marcus Gilbert 64.281446 84
## Derek Sherrod 33.443058 73
## D'Brickashaw Ferguson 80.343657 84
## Russell Okung 78.968127 85
## Jared Veldheer 89.283369 90
## Donald Penn 86.058804 89
## Bobby Massie 58.643425 79
## D.J. Humphries 49.435923 74
## Jason Peters 94.074529 96
## Ben Ijalana 31.487581 66